Developing a cancer-specific trigger tool to identify treatment-related adverse events using administrative data

Cancer Med. 2020 Feb;9(4):1462-1472. doi: 10.1002/cam4.2812. Epub 2020 Jan 3.

Abstract

Background: As there are few validated tools to identify treatment-related adverse events across cancer care settings, we sought to develop oncology-specific "triggers" to flag potential adverse events among cancer patients using claims data.

Methods: 322 887 adult patients undergoing an initial course of cancer-directed therapy for breast, colorectal, lung, or prostate cancer from 2008 to 2014 were drawn from a large commercial claims database. We defined 16 oncology-specific triggers using diagnosis and procedure codes. To distinguish treatment-related complications from comorbidities, we required a logical and temporal relationship between a treatment and the associated trigger. We tabulated the prevalence of triggers by cancer type and metastatic status during 1-year of follow-up, and examined cancer trigger risk factors.

Results: Cancer-specific trigger events affected 19% of patients over the initial treatment year. The trigger burden varied by disease and metastatic status, from 6% of patients with nonmetastatic prostate cancer to 41% and 50% of those with metastatic colorectal and lung cancers, respectively. The most prevalent triggers were abnormal serum bicarbonate, blood transfusion, non-contrast chest CT scan following radiation therapy, and hypoxemia. Among patients with metastatic disease, 10% had one trigger event and 29% had two or more. Triggers were more common among older patients, women, non-whites, patients with low family incomes, and those without a college education.

Conclusions: Oncology-specific triggers offer a promising method for identifying potential patient safety events among patients across cancer care settings.

Keywords: adverse event; epidemiology; oncology; patient safety; quality of care; trigger tool.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Administrative Claims, Healthcare / statistics & numerical data*
  • Aged
  • Antineoplastic Agents / adverse effects*
  • Drug-Related Side Effects and Adverse Reactions / blood
  • Drug-Related Side Effects and Adverse Reactions / diagnosis*
  • Drug-Related Side Effects and Adverse Reactions / epidemiology
  • Drug-Related Side Effects and Adverse Reactions / etiology
  • Female
  • Follow-Up Studies
  • Humans
  • Male
  • Medical Oncology / methods
  • Middle Aged
  • Neoplasms / blood
  • Neoplasms / therapy*
  • Patient Safety
  • Radiation Injuries / blood
  • Radiation Injuries / diagnosis*
  • Radiation Injuries / epidemiology
  • Radiation Injuries / etiology
  • Retrospective Studies
  • Risk Assessment / methods
  • Risk Factors

Substances

  • Antineoplastic Agents