Skip to main navigation Skip to search Skip to main content

Digital quality measure of potentially avoidable emergency presentations among patients with colorectal cancer

Natalia Khalaf, Basim Ali, Andrew Zimolzak, Yan Liu, Li Wei, Fasiha Kanwal, Hardeep Singh

Research output: Contribution to journalArticlepeer-review

Abstract

Background: We previously developed a digital quality measure (dQM) of emergency presentations (EPs) in colorectal cancer (CRC) and found it to be associated with worse outcomes. Potentially avoidable EPs were common in this cohort, but identifying them required time-intensive chart reviews. We aimed to enhance the existing dQM to automate the detection of potentially avoidable EPs. Materials and methods: We defined potentially avoidable EPs as those preceded by a CRC red flag (iron-deficiency anaemia or haematochezia ≥60 days prior, or positive stool-based screening test ≥180 days prior). The enhanced dQM was applied to a national cohort of incident CRC cases diagnosed in the Veterans Affairs healthcare system from 2017 to 2021. We examined associations with cancer stage, treatment and mortality. Results: The enhanced dQM had a positive predictive value of 92% (95% CI 85.5% to 95.7%) for identifying potentially avoidable EPs. Among 9096 CRC cases, 28.1% were identified as EPs. Of these, 31.6% were classified as potentially avoidable. These patients were more likely to have advanced-stage disease (adjusted OR 1.50; 95% CI 1.27 to 1.78), less likely to receive treatment (adjusted OR 0.58; 95% CI 0.48 to 0.70) and had higher mortality (adjusted HR 1.58; 95% CI 1.40 to 1.79) compared with other patients with CRC. Conclusions: The enhanced dQM accurately identified potentially avoidable EPs, which were associated with worse outcomes. This measure is unique in its focus on cases of preventable care delays, which can help guide future efforts to improve diagnostic timeliness and reduce EPs among patients with CRC.

Original languageEnglish (US)
Pages (from-to)380-392
Number of pages13
JournalBMJ Quality and Safety
Volume35
Issue number6
DOIs
StatePublished - May 18 2026

Keywords

  • Health services research
  • Healthcare quality improvement
  • Quality measurement
  • United States/epidemiology
  • Humans
  • Middle Aged
  • Quality Indicators, Health Care
  • Male
  • Female
  • Aged
  • Colorectal Neoplasms/therapy
  • Emergency Service, Hospital/statistics & numerical data

ASJC Scopus subject areas

  • Health Policy

Fingerprint

Dive into the research topics of 'Digital quality measure of potentially avoidable emergency presentations among patients with colorectal cancer'. Together they form a unique fingerprint.

Cite this