Fred Hutchinson Cancer Research Center;
Seattle Cancer Care Alliance; Cambia Health
Solutions, Seattle; MultiCare Regional
Cancer Center, Tacoma; and Premera Blue
Cross, Mountlake Terrace, WA
Corresponding author: Laura Panattoni,
PhD, Hutchinson Institute for Cancer
Outcomes Research, Fred Hutchinson
Cancer Research Center, 1100 Fairview Ave
N, Seattle, WA 98109; e-mail: lpanatto@
fredhutch.org.
Disclosures provided by the authors are
available with this article at
jop.ascopubs.org.
DOI: https://doi.org/10.1200/JOP.
2017.028191; published online ahead
of print at jop.ascopubs.org on
February 8, 2018.
Characterizing Potentially Preventable Cancer- and
Chronic Disease–Related Emergency Department Use in
the Year After Treatment Initiation: A Regional Study
Laura Panattoni, Catherine Fedorenko, Mikael Anne Greenwood-Hickman, Karma Kreizenbeck, Julia R. Walker, Renato
Martins, Keith D. Eaton, John W. Rieke, Ted Conklin, Bruce Smith, Gary Lyman, and Scott D. Ramsey
QUESTION ASKED: How do different
methods compare for evaluating the preva-
lence and costs of potentially preventable (PP)
emergency department (ED) use related to
cancer and chronic disease among a com-
mercially insured oncology population in the
year after the initiation of chemotherapy or
radiation?
SUMMARY ANSWER: On the basis of pri-
mary diagnosis coding, 49.8% of ED visits had a
PP cancer-related diagnosis, whereas 3.2%
had a PP chronic disease–related diagnosis.
Considering all diagnosis fields, 45.0%, 9.4%,
and 18.5% included a PP cancer-related di-
agnosis only, a PP chronic disease–related
diagnosis only, and both types of diagnoses,
respectively.
WHAT WE DID: We categorized all ED visits
1 year after treatment initiation for commer-
cially insured oncology patients diagnosed
with a solid tumor in western Washington
from 2011 to 2016. Cancer symptoms from the
Centers for Medicare & Medicaid Services
(CMS) metric and a patient-reported outcome
intervention were labeled PP cancer related.
Agency for Healthcare Research and Quality
(AHRQ) Prevention Quality Indicators were
labeled PP chronic disease related.
WHAT WE FOUND: The prevalence of PP
ED visits was generally high, but varied depending
on the diagnosis code fields and the group of
codes considered.
BIAS, CONFOUNDING FACTOR(S), REAL-
LIFE IMPLICATIONS: Claims records are
imperfect proxies for clinical situations in
complex conditions, such as cancer. Extrapo-
lation of these findings to Medicare, Medicaid,
or other regional populations should be done
with caution. This study did not reproduce the
exact CMS or AHRQ metrics—for example,
population and performance periods were
different—but rather used the PP code lists. We
are unaware of any validation study that has
reported that CMS codes are preventable or that
the AHRQ Prevention Quality Indicator codes
are preventable in an oncology population.
The Medicare Access and CHIP Reau-
thorization Act, the Oncology Care Model, and
the wider policy movement in oncology is
focused on improving quality and reducing
avoidable use. These initiatives measure and
reimburse organizations on the basis of all-
cause ED use, raising the need to consider the
strengths and weaknesses of using a PP ED
metric. Validation studies are critical to de-
termine the best uses for and the methodologic
approach to measuring PP ED visits. In ad-
dition, future research is needed to understand
the complex landscape of PP ED visits and
measures to inform their role in value-based
purchasing and guiding oncology care
transformation.
ReCAPs (Research
Contributions Abbreviated for
Print) provide a structured,
one-page summary of each
paper highlighting the main
findings and significance of
the work. The full version of
the article is available online at
jop.ascopubs.org.
Copyright © 2018 by American Society of Clinical Oncology Volume 14 / Issue 3 / March 2018 n jop.ascopubs.org 165
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