Evidence map›Paper›PMID 27488381›Full record

ArticleBMC health services research2016

Factors associated with late stage at diagnosis among Puerto Rico's government health plan colorectal cancer patients: a cross-sectional study.

Karen J Ortiz-Ortiz, Ruth Ríos-Motta, Heriberto Marín-Centeno, Marcia Cruz-Correa, Ana Patricia Ortiz

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
0.2field-weighted citation impact, top 40% of its field
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

9 citing papers in PubMed, 16 citations in OpenAlex.

  1. Exploring Clinical Pathways to a Metastatic Lung Cancer Diagnosis: A Latent Class Analysis Using North Carolina Multipayer Claims Data.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
    Article
  2. The Effectiveness ofCancers · 2025
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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

5 authors at 2 institutions in 1 country.

Karen J Ortiz-OrtizDepartment of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico. karen.ortiz@upr.edu.
Ruth Ríos-MottaDepartment of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico.
Heriberto Marín-CentenoDepartment of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico.
Marcia Cruz-CorreaDepartment of Surgery, Biochemistry and Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico.
Ana Patricia OrtizCancer Control and Population Sciences Program, University of Puerto Rico, Comprehensive Cancer Center, San Juan, Puerto Rico.
University of Puerto Rico, Medical Sciences Campus · PRUniversity of Puerto Rico System · PR

Funding

UPR/MDACC Partnership for Excellence in Cancer Research(Parent Grant U54 CA096297)U54CA096297 · NCI · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI KAREN J ORTIZ · 2002 to 2026
$36.9M
UPR/MDACC Partnership for Excellence in Cancer Research (Luis Segarra supplement)U54CA096300 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI SHARON Hermes GIORDANO, Paul A Scheet · 2002 to 2026
$23.8M
TECHNOLOGIES AND RESOURCES FOR CORE LABORATORIESU54MD007587 · NIMHD · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI LUCIANO, CARLOS A., RODRIGUEZ-MEDINA, JOSE R · 2012 to 2018
$23.2M
Puerto Rico NCI Community Oncology Research Program (Puerto Rico NCORP)UG1CA189862 · NCI · COMPREHENSIVE CANCER CENTER/ UNIV/PR · PI Luis Baez-Vallecillo, Alexis Cruz · 2014 to 2026
$10.8M
PUERTO RICO - CANCER PREVENTION & CONTROL PROGRAM COORDINATING CENTERU58DP003863 · DP · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI TORTOLERO-LUNA, GUILLERMO · 2012 to 2014
$3.2M
NCCDPHP CDC HHS U58 DP003863NCI NIH HHS U54 CA096297NCI NIH HHS U54 CA096300NCI NIH HHS UG1 CA189862NIMHD NIH HHS U54 MD007587
6 · The paper itself

Abstract

backgroundLate stage at diagnosis of cancer is considered a key predictor factor for a lower survival rate. Knowing and understanding the barriers to an early diagnosis of colorectal cancer is critical in the fight to reduce the social and economic burden caused by cancer in Puerto Rico. This study evaluates factors associated to colorectal cancer stage at diagnosis among Puerto Rico's Government Health Plan (GHP) patients.

methodsWe conducted a cross-sectional study based on a secondary data analysis using information from the Puerto Rico Central Cancer Registry (PRCCR) and the Puerto Rico Health Insurance Administration (PRHIA). Logistic regression models were used to estimate the unadjusted odds ratio (ORs) and adjusted odds ratio (AORs), and their 95 % confidence intervals (CIs). Colorectal cancer cases diagnosed between January 1, 2012 and December 31, 2012, among persons 50 to 64 years of age, participants of the GHP and with a cancer diagnosis reported to the PRCCR were included in the study.

resultsThere were 68 (35.79 %) colorectal cancer patients diagnosed at early stage while 122 (64.21 %) where diagnosed at late stage. In the multivariate analysis having a diagnostic delay of more than 59 days (AOR 2.94, 95 % CI: 1.32 to 6.52) and having the first visit through the emergency room (AOR 3.48, 95 % CI: 1.60 to 7.60) were strong predictors of being diagnosed with colorectal cancer at a late stage.

conclusionsThese results are relevant to understand the factors that influence the outcomes of colorectal cancer patients in the GHP. Therefore, it is important to continue developing studies to understand the Government Health Plan patient's pathways to a cancer diagnosis, in order to promote assertive decisions to improve patient outcomes.

Indexed as

Delayed DiagnosisGovernment ProgramsHealth PlanningColorectal NeoplasmsCross-Sectional StudiesFemaleHumansInsurance, HealthMaleMiddle AgedNeoplasm StagingOdds RatioPuerto RicoRegistriesColorectal cancerDelayed diagnosisHealth services accessibilityPrimary health careStage at diagnosis

Identifiers

PMID27488381
PMCPMC4971714
OpenAlexW2482510893

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.