Healthcare administrators know the numbers all too well: unplanned hospitalizations cost the industry billions annually and put vulnerable residents at risk. Is it possible to catch health deteriorations before they become crises? Recent clinical evidence shows this possibility is now a proven reality.
Hidden Costs of Reactive Care
Each unplanned hospital transfer may be a preventable event if care teams can intervene earlier. Studies consistently show that many of these transfers occur because subtle changes in patient condition go undetected during critical early stages.
The cost of hospital admission goes beyond treatment. Facilities face CMS readmission penalties, increased liability exposure, and operational disruption due to emergency transfers. For patients, the trauma of unexpected hospitalization often leads to longer recovery times and decreased quality of life outcomes.
Breakthrough Clinical Results: From Reactive to Proactive Care
A comprehensive clinical study conducted across five nursing facilities provides definitive evidence that contactless monitoring technology can fundamentally change this equation. The research, conducted in partnership with TapestryHealth, monitored 612 residents over a four-month period and analyzed 96 hospitalization events.
The results challenge the traditional reactive care model:
- 89% of critical respiratory and cardiac events were identified with a lead time of 5.65 days on average
- 77% of hospitalizations were detected in advance, with alerts issued an average of 4.99 days before admission
- Clinical teams gained nearly a week to implement targeted interventions before emergency care became necessary
How Early Detection Changes Healthcare Economics
These findings represent more than clinical improvement—they demonstrate a new economic model for healthcare facilities. When clinical teams receive alerts nearly five days before a patient requires emergency hospitalization, the entire care approach transforms:
From emergency response to planned treatment: Instead of costly emergency transfers, clinical teams can initiate targeted treatment protocols, adjust medications, and coordinate specialist consultations within the facility environment.
Reduced readmission penalties: Facilities can reduce CMS penalties for excessive readmissions by addressing underlying conditions before hospitalization is necessary.
Operational efficiency: Planned care coordination requires fewer emergency resources and reduces operational disruptions caused by unexpected transfers.
Improved patient outcomes: Early intervention often resolves conditions more effectively than emergency treatment, leading to better health outcomes and increased patient satisfaction.
The Technology Driving Results
The study utilized Neteera’s ambient sensing technology to continuously monitor heart rate and respiratory rate without requiring any wearable devices or patient contact. Proprietary algorithms analyze each patient’s vital sign patterns against their baseline, issuing an alert when deviations exceed clinically defined thresholds.
The capabilities of this technology address a critical gap in nursing facility care: the unknown changes to patient conditions that can occur in the hours between traditional vital sign checks. With 24/7 continuous monitoring, the system provides clinical vigilance that complements existing care protocols without disrupting workflow.
Clinical Validation and Real-World Implementation
The clinical methodology was developed in collaboration with Dr. Hans Jenkins, Chief Medical Officer at TapestryHealth, and his clinical team. This partnership ensured the study reflected real-world nursing environments rather than controlled laboratory conditions.
“Early identification of patient deterioration fundamentally changes care delivery from reactive to proactive,” said Dr. Hans Jenkins, Chief Medical Officer at TapestryHealth.
“When clinical teams receive alerts five days before emergency hospitalization becomes necessary, they can initiate targeted treatments and often resolve underlying conditions without hospital admission.”
Risk Mitigation and Standard of Care
Beyond the economic benefits, early detection technology addresses critical risk management concerns. Facilities can demonstrate proactive monitoring that exceeds the traditional standard of care requirements, potentially reducing liability exposure.
Neteera’s HealthGate platform tracks and reports patient condition changes, creating an audit trail that supports clinical decision-making and regulatory compliance.
Strategic Implications for Healthcare
For facility administrators, nursing directors, and risk managers, these results suggest a fundamental shift in managing patient deterioration. Rather than relying on the hope that periodic checks catch the problem, facilities can now maintain continuous clinical surveillance and receive alerts on developing changes.
The financial implications are equally significant. Preventing even a small percentage of unplanned hospitalizations can achieve substantial cost savings while improving patient care quality. Reduced readmission penalties alone justify the technology investment involved.
The Evidence-Based Path Forward
This clinical study provides healthcare leaders with the evidence needed to make informed decisions about implementing the Neteera System for early detection. The research demonstrates the technology’s capability to deliver real-world effectiveness in clinical environments.
TapestryHealth’s success in reducing hospital admissions validates the technology’s integration into existing clinical workflows.
Ready to explore how these clinical results translate to your facility? Healthcare leaders are implementing early detection technology to transform their approach from reactive emergency response to proactive patient care.
Get the Healthcare Leader’s Guide to Proactive Care Through Early Detection Monitoring – A comprehensive resource covering implementation strategies, ROI calculations, and best practices for integrating continuous monitoring into clinical workflows.
The clinical study “Neteera System Efficacy Study in Predicting Hospitalizations or Adverse Events” was conducted from November 2024 to February 2025 across five nursing facilities in partnership with TapestryHealth. All patient data were handled in compliance with privacy regulations under appropriate data use agreements. The study findings are based on retrospective data and subject to limitations; results may vary depending on clinical context and implementation. Neteera disclaims all warranties, express or implied, including any implied warranties of merchantability or fitness for a particular purpose. Use of the Neteera System must comply with all applicable regulatory, clinical, and safety guidelines.