Related Experiment Video
Updated: Jun 4, 2026

Objective Nociceptive Assessment in Ventilated ICU Patients: A Feasibility Study Using Pupillometry and the Nociceptive Flexion Reflex
Published on: July 4, 2018
ACS-NSQIP criteria are associated with APACHE severity and outcomes in critically ill surgical patients
Patricia L Turner1, Aaron G Ilano, Yue Zhu
1University of Maryland Medical Center, University of Maryland School of Medicine, Baltimore, MD, USA.
Background:
Similarity between the ICU patient data acquired by the APACHE system and the patient outcomes data acquired by the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) suggests that variables in NSQIP data could be effective mortality predictors. We theorized that identifying ACS-NSQIP preoperative data points predictive of patient outcomes would assist in identifying potential complications earlier.
Study Design:
Between 2006 and 2008 at the University of Maryland Medical Center, we identified 340 surgical ICU patients included in both databases as our study cohort. Median APACHE score calculation permitted division of study subjects into quartiles from which to examine length of stay, mortality variables, and ACS-NSQIP-recorded postoperative occurrences and preoperative risk factors. Outcomes were compared using each database's percentage of patients who had died.
Results:
Mortality was positively correlated with APACHE score increases. Initially, the average ICU length of stay increased, then declined. Most common postoperative occurrences were ventilator dependence >48 hours, pneumonia, unplanned intubation, sepsis, and septic shock. It was also noted that preoperative variables, such as American Society of Anesthesiologists classification and serum albumin levels, had an association with a poorer prognosis.
Conclusions:
APACHE score predictions are consistent with ACS-NSQIP-recorded postoperative outcomes. Higher APACHE scores correlated with increased incidence of postoperative outcomes and were associated with earlier mortality in the most extremely ill. Poorer states of health before surgery also correlated with poor outcomes postoperatively.
Related Concept Videos
SBAR II: Application of SBAR
SBAR Report from a Nurse to a Health Care Provider
S: "Hello, Dr. Smith. This is Jane, RN, from the Med Surg unit. I am calling to tell you about Ms. White in Room 210, who is experiencing increased pain and redness at her incision site. Her recent...
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Aneurysm IV: Nursing Management
Acute Coronary Syndrome IV: Interprofessional Care
Peripheral Artery Disease V: Postoperative Nursing Management
Acute Coronary Syndrome V: Nursing Management