Related Experiment Video
Updated: May 6, 2026

Optimizing Minimally Invasive Spine Surgery: A Fully 3D CT O-Arm Navigated Workflow in MIS TLIF
Published on: October 17, 2025
Miscount incidents: a novel approach to exploring risk factors for unintentionally retained surgical items
Timothy J Judson1, Michael D Howell, Charlotte Guglielmi
1Weill Cornell Medical College, New York City, NY, USA. tij2004@med.cornell.edu
Background:
An estimated 1,500 operations result in retained surgical items (RSIs) each year in the United States, resulting in substantial morbidity. The rarity of these events makes studying them difficult, but miscount incidents may provide a window into understanding risk factors for RSIs.
Methods:
A cohort study of all consecutive operative cases during a 12-month period was conducted at a large academic medical center to identify risk factors for surgical miscounts. A multidisciplinary electronic miscount reconciliation checklist (necessitating both surgeon and nurse input) was introduced into the internally developed electronic Perioperative Information Management System to build a predictive model for RSI cases.
Results:
Among 23,955 operations, 84 resulted in miscount incidents (0.35% [95% confidence interval: 0.28% to 0.43%]). Increased case duration was strongly associated with increased risk of a miscount in unadjusted analyses (p < .0001). In the nested case-control analysis, both the case duration and the number of providers present were independently associated with a more than doubling of the odds of a miscount, even after adjustment for one another, the elective/urgent/emergent status of a case, and personnel changes occurring during the case.
Conclusions:
The finding that both the length of the case and the number of providers involved in the case were independent risk factors for miscount incidents may offer insight into risk-targeted strategies to prevent RSIs, such as postoperative imaging, bar-coded surgical items, and radiofrequency technology. Miscounts trigger use of the Incorrect Count Safety Checklist, which can be used to determine whether a count completed at the procedure's conclusion is consistent across disciplines (circulating nurses, scrub persons, surgeons).
Insights
Surgical miscounts are linked to longer procedures and more providers. Identifying these risk factors can help prevent retained surgical items (RSIs) and improve patient safety.
Area of Science:
- Surgical Safety
- Patient Outcomes
- Healthcare Risk Management
Background:
- Retained surgical items (RSIs) cause significant morbidity, with an estimated 1,500 US cases annually.
- Studying rare RSI events is challenging; surgical miscounts offer insights into risk factors.
Purpose of the Study:
- Identify risk factors for surgical miscounts.
- Develop a predictive model for retained surgical item (RSI) cases.
Main Methods:
- A 12-month cohort study at an academic medical center analyzed 23,955 operative cases.
- A multidisciplinary electronic miscount reconciliation checklist was implemented.
- A nested case-control analysis identified independent risk factors for miscounts.
Main Results:
- Surgical miscounts occurred in 0.35% of operations.
- Increased case duration was strongly associated with miscount risk.
- Longer case duration and more providers independently doubled the odds of a miscount.
Conclusions:
- Case length and provider number are independent risk factors for miscounts.
- Findings inform strategies to prevent RSIs, including advanced technologies and checklists.
- Multidisciplinary reconciliation checklists enhance count accuracy and patient safety.
Related Concept Videos
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
Cleaning, Sterilization, and Disinfection
Cleaning
The cleaning process usually involves using water with detergents or enzymatic cleaner and removing foreign material from objects and surfaces, including organic material such as body fluids or inorganic material like soil. Cleaning is performed before high-level disinfection and sterilization because foreign materials on the cover of the devices interfere with process...
Types of Reports II: Incident or Occurrence Report
Purposes:
In the healthcare industry, reports play a crucial role in documenting incidents within an agency. The primary objective of these reports is to ensure patient safety, uphold the...
Healthcare Associated Infections I: Iatrogenic, Exogenic and Endogenic
HAIs significantly increase the cost of health care. Extended stays in healthcare institutions, increased disability, increased costs of medications, including specialized antibiotics, and prolonged recovery times add to the patient's expenses and the healthcare institution and funding bodies.

