Evidence map›Paper›PMID 35170750›Full record

ArticleInternational journal of cancer2022

Development of population-level colon cancer pathway concordance measures and association with survival.

Luciano Ieraci, Maria Eberg, Katharina Forster, Paula M Murray, Emmett Borg, Steven Habbous, Ali Vahit Esensoy, Erin Kennedy, Claire M B Holloway

Abstract read
In one paragraph

Article in International journal of cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Exploring disparities in adherence to colorectal cancer clinical practice guidelines and associated survival outcomes: a systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Pooled it
  2. Article
  3. Review
  4. Associations between clinical pathway concordance, cost, and survival outcomes for stage II colon cancer: a population-based study.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2023
    Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Luciano IeraciData and Decision Sciences, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada.ORCID 0000-0003-3571-0398
Maria EbergIQVIA, 16720 Rte. Transcanadienne, Kirkland, Quebec, Canada.
Katharina ForsterDisease Pathway Management, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada.
Paula M MurrayChildren's Hospital Los Angeles, Los Angeles, California, USA.
Emmett BorgHoffmann-La Roche, Mississauga, Ontario, Canada.
Steven HabbousQuality Measurement and Evaluation, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada.
Ali Vahit EsensoyKlick Labs, Klick Health, Toronto, Ontario, Canada.
Erin KennedyDisease Pathway Management, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada.
Claire M B HollowayDisease Pathway Management, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada.ORCID 0000-0001-8336-5168

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Clinical cancer pathways help standardize healthcare delivery to optimize patient outcomes and health system costs. However, population-level measurement of concordance between standardized pathways and actual care received is lacking. Two measures of pathway concordance were developed for a simplified colon cancer pathway map for Stage II-III colon cancer patients in Ontario, Canada: a cumulative count of concordant events (CCCE) and the Levenshtein algorithm. Associations of concordance with patient survival were estimated using Cox proportional hazards models adjusted for patient characteristics and time-dependent cancer-related activities. Models were compared and the impact of including concordance scores was quantified using the likelihood ratio chi-squared test. The ability of the measures to discriminate between survivors and decedents was compared using the C-index. Normalized concordance scores were significantly associated with patient survival in models for cancer stage-a 10% increase in concordance for Stage II patients resulted in a CCCE score adjusted hazard ratio (aHR) of death of 0.93, 95% CI 0.88-0.98 and a Levenshtein score aHR of 0.64, 95% CI 0.60-0.67. A similar relationship was found for Stage III patients-a 10% increase in concordance resulted in a CCCE aHR of 0.85, 95% CI 0.81-0.88 and a Levenshtein aHR of 0.78, 95% CI, 0.74-0.81. Pathway concordance can be used as a tool for health systems to monitor deviations from established clinical pathways. The Levenshtein score better characterized differences between actual care and clinical pathways in a population, was more strongly associated with survival and demonstrated better patient discrimination.

Indexed as

Colonic NeoplasmsDelivery of Health CareHumansNeoplasm StagingOntarioProportional Hazards Modelscolonic neoplasmsguideline adherencemedical informatics computingpathway concordancesurvival rate

Identifiers

PMID35170750
PMCPMC9311776

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.