How AcuityPlus Helps Hospitals Reduce Sentinel Events: Medication Errors

Medication errors remain a persistent and costly threat to patient safety. As one of the top ten reported sentinel events in 2024, medication-related incidents can cause severe harm, prolonged hospitalization, and major financial exposure for hospitals and health systems.

Tools that improve nurse staffing decisions, create balanced assignments and provide real-time workload visibility strengthen medication safety strategies. AcuityPlus helps hospitals address primary drivers to medication error risks and strengthen medication management safety.

Why You Should Prioritize Safe Medication Management

Medication errors can lead to serious clinical consequences and high costs. Globally, unsafe medication practices account for tens of billions of dollars annually. They increase length of stay, require additional treatments, and reduce productivity for patients and families.

In the U.S., the financial burden is substantial:

  • $600,000-$2.8 million per hospital annually, depending on size
  • $516,000/year for an average-sized 129-bed hospital due to preventable ADEs
  • $2.7-$5.1 billion nationwide from inpatient injectable medication errors
  • $3,000-$7,000 per adverse drug event, including prolonged stays and complications
  • Over 1 million ED visits and 125,000 hospital admissions linked to ADEs each year


Preventing medication errors is both a moral obligation and a sound financial strategy.

How AcuityPlus Supports Medication Safety

AcuityPlus strengthens medication safety by giving nurse managers the tools and visibility they need to match staffing to patient acuity, anticipate high-risk periods, and proactively mitigate errors before they occur.

1. Evidence-based patient acuity classification

AcuityPlus uses validated methodologies to automatically calculate patient acuity and complexity across care settings. Patients needing medication-intensive care, such as frequent titrations, multiple IV infusions, or complex medication reviews at admission, receive focused nursing coverage rather than being treated as generic ratios.

2. Data for continuous improvement and benchmarking

Integration with EMR, scheduling, and time & attendance systems allows hospitals to identify factors contributing to errors, track performance, and benchmark against peers. This guides ongoing improvements in medication safety.

3. Real-time workload and assignment visibility

Dashboards and reports display acuity, anticipated admissions/transfers, and nurse staffing (I.e., over- or under-staffed units). This helps nurse managers to make informed staffing decisions, ensure adequate support is scheduled, and prevent overloads during high-risk medication periods.

4. Balanced assignments to reduce error risk

Matching nurse workload and skill mix to patient acuity minimizes fatigue and inequitable workload distribution. In turn, this reduces mistakes in medication calculation, administration, and documentation.

5. Targeted readiness for high-risk medication periods

Medication errors often occur during transitions of care (admissions, transfers, and shift changes). AcuityPlus can help identify these high-risk periods by tracking real-time acuity, nurse staffing levels, and ADTs. This allows leaders to adjust staffing and skill mix before errors occur.

Key Takeaways for Reducing Medication Errors

Medication errors carry serious clinical and financial consequences. Medication safety technologies continue to reduce risk, but nursing workforce optimization is a key factor in ensuring those systems deliver consistent, safe outcomes.

AcuityPlus equips hospitals with evidence-based acuity and patient classification, real-time workload dashboards, and assignment intelligence. This ensures medication-intensive patients receive safe, experienced nursing care. When part of a comprehensive medication safety strategy, AcuityPlus can help hospitals reduce medication-related harm, improve outcomes, and lower costs.

Would you like to explore how AcuityPlus can strengthen your medication safety efforts? Contact us to learn more.

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