Skip to main content

Main menu

  • Home
  • Content
    • Current issue
    • Past issues
    • Collections
  • About
    • General information
    • Staff
    • Editorial board
    • Open access
    • Contact
  • CMAJ JOURNALS
    • CMAJ
    • CJS
    • JAMC
    • JPN

User menu

Search

  • Advanced search
CMAJ Open
  • CMAJ JOURNALS
    • CMAJ
    • CJS
    • JAMC
    • JPN
CMAJ Open

Advanced Search

  • Home
  • Content
    • Current issue
    • Past issues
    • Collections
  • About
    • General information
    • Staff
    • Editorial board
    • Open access
    • Contact
  • RSS feeds
Research

The Canadian Forces Cancer and Mortality Study II: a longitudinal record-linkage study protocol

Elizabeth Rolland-Harris, Linda VanTil, Mark A. Zamorski, David Boulos, Alexander Reicker, Huda Masoud, Richard Trudeau, Murray Weeks and Kristen Simkus
December 10, 2018 6 (4) E619-E627; DOI: https://doi.org/10.9778/cmajo.20170125
Elizabeth Rolland-Harris
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
MSc PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Linda VanTil
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
DVM MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mark A. Zamorski
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
MD MHSA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David Boulos
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Alexander Reicker
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Huda Masoud
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Richard Trudeau
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
BSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Murray Weeks
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kristen Simkus
Directorate of Force Health Protection (Rolland-Harris, Weeks, Simkus) and Directorate Mental Health (Zamorski, Boulos), Department of National Defence, Ottawa, Ont.; Research Directorate (VanTil, Simkus), Veterans Affairs Canada, Charlottetown, PEI; Statistics Canada (Reicker, Masoud, Trudeau), Ottawa, Ont.
MPH
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Tables
  • Related Content
  • Responses
  • Metrics
  • PDF
Loading

Article Figures & Tables

Figures

  • Tables
  • Figure 1:
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 1:

    Flow chart showing the Canadian Forces Cancer and Mortality Study II (CFCAMS II) cohort-building process. Note: CCPS = Central Computerized Pay System, HRMS = Human Resources Management System, MOSID = Military Occupation Structure Identification code.

  • Figure 2:
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 2:

    Expected timelines for the Canadian Forces Cancer and Mortality Study II (CFCAMS II).

Tables

  • Figures
    • View popup
    Table 1:

    Data elements in the Canadian Forces Cancer and Mortality Study II cohort file

    VariableDescription
    Demographic informationThese data elements will be used by Statistics Canada to link the study cohort file to the Vital Statistics – Death Database and the Canadian Cancer Registry. Once they are linked, only date of birth and sex will be retained; name and social insurance number will be truncated, and a randomly generated unique identifier will be issued for each unique individual.
    Name
    Sex
    Date of birth
    Social insurance number
    Occupational information
    Rank(s)Initial rank and subsequent rank changes, as well as related date(s) of rank changes (promotions and demotions) will be included in the linked cohort file. Each rank change and corresponding date will be captured as their own variables.
    Command(s)Initial command (Regular Force or Class C Reserve Force) and subsequent command change(s), as well as related date(s) of command changes will be included in the linked cohort file. Each command change and corresponding date will be captured as their own variables.
    Element(s)Initial element (Army, Navy or Air Force) and subsequent element changes, as well as related date(s) of element changes will be included in the linked cohort file. Each element change and corresponding date will be captured as their own variables.
    Enrolment date(s)Start of a person’s employment as a military member. The first iteration of this variable will be used to ascertain whether a possible participant’s first enrolment date corresponds with the cohort’s date-related inclusion criteria. As personnel can leave and subsequently reenrol, as well as change between Regular and Reservist service, participants may have > 1 enrolment date. Each enrolment date will be captured as its own variable.
    Release date(s)End of person’s employment as a military member. As personnel can leave and subsequently reenrol, as well as change between Regular and Reservist service, participants may have > 1 enrolment date. However, it is possible that a person may have no release date; this means he/she was still in service at the time of study end. Each release date will be captured as its own variable.
    Reason(s) for releaseFor each release date captured in the cohort file, there should be a corresponding reason for release (voluntary, involuntary, medical or unknown). In the event of multiple releases, each reason for release and its corresponding date will be captured as their own variables.
    Occupational historyInformation on participants’ military occupation (Military occupation code or Military Occupation Structure Identification code).
    Foreign posting and deployment historyStart and stop date(s) of any international military operation. The information captured as part of this includes the operation name (if applicable), the start and stop date(s) and the location(s) of the posting/deployment.
    Derived information
    Person-years of serviceVariable derived with the use of enrolment and release dates to calculate cumulative person-years of service for all participants. Will also be used in analyses to control for effect of length of service on outcomes of interest.
    Time since releaseVariable derived only for participants with a terminal release date (i.e., no subsequent reenrolment date). Quantifies the time between release and death or censorship.
    Era of serviceVariable derived to control for era effects within the data. Era of service categories used elsewhere, as well as other stratifications based on salient evidence, will be evaluated for suitability and optimal statistical power.
    Deployment — dichotomousDichotomizes participants into “have deployed” v. “never deployed” on international deployment.
    Deployment — cumulative timeVariable derived by calculating a cumulative amount of time on international deployment until release, death or censorship.
    Deployment — frequencyVariable derived by counting the number of discrete international deployments a participant will have been on until release, death or censorship.
    Deployment — specific deployment flagFor specific deployments of interest (e.g., Afghanistan, Gulf War, Rwanda), a flag may be created to identify those who participated in specific foreign military operations.
    • View popup
    Table 2:

    Requested Canadian Cancer Registry data elements

    VariableDescription
    Patient variables
    Patient record typeType of record (new, update, delete)
    Sex
    Date of birth
    Province or country of birth
    Province of diagnosis
    Date of death
    Underlying cause of death
    Autopsy confirming cause of deathCode indicating whether cause of death from official death certificate takes into account autopsy findings
    Derived patient variables
    Vital status
    No. of tumoursNo. of tumour records belonging to patient record
    Tumour variables
    Tumour reference numberUnique tumour identification number
    Method of diagnosis
    Date of diagnosis
    ICD-9 cancer code
    Source flag classificationIndicates classification system used to code topography, histology and behaviour of tumour
    ICD-O-2/3 topographySite of origin of neoplasm – ICD-O-2/3 coding
    ICD-O-2 histologyHistological description of neoplasm – ICD-O-2 coding
    ICD-O-2 behaviourBehaviour associated with histological description of neoplasm – ICD-O-2 coding
    LateralitySite-specific localization of tumour in paired organs or on side of body on which tumour originated (right, left, bilateral)
    ICD-O-3 topographySite of origin of neoplasm – ICD-O-3 coding
    ICD-O-3 histologyHistological description of neoplasm – ICD-O-3 coding
    ICD-O-3 behaviourBehaviour associated with histological description of neoplasm – ICD-O-3 coding
    Grade, differentiation or cell indicatorDescribes system used to identify type of grade/differentiation/cell indicator
    Method used to establish date of diagnosisCode that specifies method by which date of diagnosis of tumour was established
    Diagnostic confirmationMost accurate diagnostic confirmation
    CS tumour sizeLargest dimension/diameter of primary tumour in millimetres
    CS extensionPrimary tumour growth within organ of origin or its direct extension into neighbouring organs
    CS tumour size/ext-evalCode indicating how “CS tumour size” and “CS extension” were determined and diagnostic methods used
    CS lymph nodesSite-specific code identifying regional lymph nodes involved with cancer at time of diagnosis
    CS reg nodes evalCode indicating how “CS lymph nodes” code was determined and diagnostic methods used
    Regional nodes examinedTotal no. of regional lymph nodes that were removed/examined by pathologist
    Regional nodes positiveExact no. of regional nodes examined by pathologist and found to contain metastases
    CS mets at dxCode identifying distant site(s) of metastatic involvement at time of diagnosis
    CS mets evalCode indicating how “CS mets at dx” code was determined and diagnostic methods used
    AJCC clinical TSite-specific code evaluating primary tumour clinically (T) and reflecting tumour size and/or extension
    AJCC clinical NSite-specific code identifying absence/presence of clinical regional lymph node (N) metastasis; describes extent of regional lymph node metastasis as recorded
    AJCC clinical MSite-specific code identifying absence/presence of clinical distant metastasis (M)
    AJCC pathologic TSite-specific code evaluating primary tumour pathologically (T) and reflecting tumour size and/or extension
    AJCC pathologic NSite-specific code identifying absence/presence of pathological regional lymph node (N) metastasis; describes extent of regional lymph node metastasis as recorded
    AJCC pathologic MSite-specific code identifying absence/presence of clinical pathological metastasis (M)
    AJCC clinical TNM stage groupSite-specific code identifying anatomic extent of disease based on clinical T, N and M elements as recorded in TNM clinical T, N and M fields
    AJCC pathological TNM stage groupSite-specific code identifying anatomic extent of disease based on pathologic T, N and M elements as recorded in TNM pathologic T, N and M fields
    AJCC TNM stage groupSite-specific code identifying stage group when clinical/pathologic T, N, M values are incomplete and do not lead to a clinical/pathologic T, N, M group
    AJCC edition numberIdentified edition of cancer staging manual used to stage case
    • Note: AJCC = American Joint Committee on Cancer, ICD-9 = International Classification of Diseases, 9th Revision, ICD-O = International Classification of Diseases for Oncology.

    • View popup
    Table 3:

    Overview of proposed analyses, by data type

    MeasureMortality dataCancer data
    Univariate/bivariate analysesFrequencies
    Measures of central tendency (where appropriate)
    Cross-tabulations
    IncidenceAge- and sex-adjusted rates per 100 000 person-years of observationAge- and sex-adjusted rates per 100 000 person-years of observation, new cases
    Standardized mortality ratio
    Lexis diagrams
    Standardized incidence ratio
    Standardized mortality ratio*
    Lexis diagrams
    PrevalenceNAPerson-based prevalence, per 100 000 person-years of observation†
    Tumour-based prevalence, per 100 000 person-years of observation†
    SurvivalKaplan–Meier survival analysis
    Cox proportional hazards regression
    NAPohar-Perme estimator of net survival
    RegressionPoisson regression
    Joinpoint models
    Age–period–cohort models
    • Note: NA = not applicable.

    • ↵* Standardized mortality ratio of death recorded in cancer data specifically.

    • ↵† Period or point prevalence, depending on research question.

PreviousNext
Back to top

In this issue

CMAJ Open: 6 (4)
Vol. 6, Issue 4
1 Oct 2018
  • Table of Contents
  • Index by author

Article tools

Respond to this article
Print
Download PDF
Article Alerts
To sign up for email alerts or to access your current email alerts, enter your email address below:
Email Article

Thank you for your interest in spreading the word on CMAJ Open.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
The Canadian Forces Cancer and Mortality Study II: a longitudinal record-linkage study protocol
(Your Name) has sent you a message from CMAJ Open
(Your Name) thought you would like to see the CMAJ Open web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Citation Tools
The Canadian Forces Cancer and Mortality Study II: a longitudinal record-linkage study protocol
Elizabeth Rolland-Harris, Linda VanTil, Mark A. Zamorski, David Boulos, Alexander Reicker, Huda Masoud, Richard Trudeau, Murray Weeks, Kristen Simkus
Oct 2018, 6 (4) E619-E627; DOI: 10.9778/cmajo.20170125

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
The Canadian Forces Cancer and Mortality Study II: a longitudinal record-linkage study protocol
Elizabeth Rolland-Harris, Linda VanTil, Mark A. Zamorski, David Boulos, Alexander Reicker, Huda Masoud, Richard Trudeau, Murray Weeks, Kristen Simkus
Oct 2018, 6 (4) E619-E627; DOI: 10.9778/cmajo.20170125
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • Cancer incidence in male and female Canadian Armed Forces personnel and Veterans enrolled between 1976 and 2016: a retrospective population-based cohort study
  • Google Scholar

Similar Articles

Collections

  • Clinical
    • Military Medicine
    • Occupational Health
    • Oncology
      • Other oncology
    • Veterans' Health
  • Nonclinical
    • Statistics & Research Methods

Content

  • Current issue
  • Past issues
  • Collections

About

  • General Information
  • Staff
  • Editorial Board
  • Advisory Panel
  • Contact Us
  • Reprints
  • Copyright and Permissions
CMAJ Group

Copyright 2025, CMA Impact Inc. or its licensors. All rights reserved. ISSN 2291-0026

All editorial matter in CMAJ OPEN represents the opinions of the authors and not necessarily those of the Canadian Medical Association or its subsidiaries.

To receive any of these resources in an accessible format, please contact us at CMAJ Group, 500-1410 Blair Towers Place, Ottawa ON, K1J 9B9; p: 1-888-855-2555; e: [email protected].

CMA Civility, Accessibility, Privacy

 

 

Powered by HighWire