Skip to main content

Main menu

  • Home
  • Content
    • Current issue
    • Past issues
    • Collections
  • Authors & Reviewers
    • Overview for Authors
    • Preparing manuscripts
    • Submission Checklist
    • Publication Fees
    • Forms
    • Editorial Policies
    • Editorial Process
    • Patient-Oriented Research
    • Manuscript Progress
    • Submitting a letter
    • Information for Reviewers
    • Open access
  • Alerts
    • Email alerts
    • RSS
  • About
    • General information
    • Staff
    • Editorial board
    • 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
  • Authors & Reviewers
    • Overview for Authors
    • Preparing manuscripts
    • Submission Checklist
    • Publication Fees
    • Forms
    • Editorial Policies
    • Editorial Process
    • Patient-Oriented Research
    • Manuscript Progress
    • Submitting a letter
    • Information for Reviewers
    • Open access
  • Alerts
    • Email alerts
    • RSS
  • About
    • General information
    • Staff
    • Editorial board
    • Contact
  • Subscribe to our alerts
  • RSS feeds
  • Follow CMAJ Open on Twitter
Research

The effect of the Ontario Bariatric Network on health services utilization after bariatric surgery: a retrospective cohort study

Ahmad Elnahas, Timothy D. Jackson, Allan Okrainec, Peter C. Austin, Chaim M. Bell and David R. Urbach
September 14, 2016 4 (3) E489-E495; DOI: https://doi.org/10.9778/cmajo.20160042
Ahmad Elnahas
Department of Surgery (Elnahas, Jackson, Okrainec, Urbach), Department of Medicine (Bell) and Institute of Health Policy, Management and Evaluation (Elnahas, Austin, Bell, Urbach), University of Toronto; Institute for Clinical Evaluative Sciences (Austin, Urbach), Toronto, Ont.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Timothy D. Jackson
Department of Surgery (Elnahas, Jackson, Okrainec, Urbach), Department of Medicine (Bell) and Institute of Health Policy, Management and Evaluation (Elnahas, Austin, Bell, Urbach), University of Toronto; Institute for Clinical Evaluative Sciences (Austin, Urbach), Toronto, Ont.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Allan Okrainec
Department of Surgery (Elnahas, Jackson, Okrainec, Urbach), Department of Medicine (Bell) and Institute of Health Policy, Management and Evaluation (Elnahas, Austin, Bell, Urbach), University of Toronto; Institute for Clinical Evaluative Sciences (Austin, Urbach), Toronto, Ont.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Peter C. Austin
Department of Surgery (Elnahas, Jackson, Okrainec, Urbach), Department of Medicine (Bell) and Institute of Health Policy, Management and Evaluation (Elnahas, Austin, Bell, Urbach), University of Toronto; Institute for Clinical Evaluative Sciences (Austin, Urbach), Toronto, Ont.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Chaim M. Bell
Department of Surgery (Elnahas, Jackson, Okrainec, Urbach), Department of Medicine (Bell) and Institute of Health Policy, Management and Evaluation (Elnahas, Austin, Bell, Urbach), University of Toronto; Institute for Clinical Evaluative Sciences (Austin, Urbach), Toronto, Ont.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David R. Urbach
Department of Surgery (Elnahas, Jackson, Okrainec, Urbach), Department of Medicine (Bell) and Institute of Health Policy, Management and Evaluation (Elnahas, Austin, Bell, Urbach), University of Toronto; Institute for Clinical Evaluative Sciences (Austin, Urbach), Toronto, Ont.
  • 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

    Study design and follow-up for cohorts.

Tables

  • Figures
    • View popup
    Table 1: Characteristics of Ontario residents receiving bariatric surgery out of country and at an Ontario Bariatric Network centre of excellence, 2007-2012
    CharacteristicGroup; no. (%) or mean ± SDDifference* (95% CI)
    Out of country
    n = 4852
    OBN
    n = 5179
    Age, yr43.7 ± 10.344.9 ± 10.31.3 (0.9 to 1.6)
    Sex, female3868 (80.5)4258 (82.2)1.7 (0.2 to 3.3)
    ACG comorbidity scorep = 0.3
        ≤ 2123 (2.5)72 (1.4)
        32844 (58.6)3077 (59.4)
        41385 (28.5)1524 (29.4)
        5500 (10.3)506 (9.8)
    Rural residence†898 (18.5)818 (15.8)-2.7 (-4.2 to -1.2)
    Neighbourhood income quintile‡p = 0.5
        1 (lowest)1096 (22.7)1169 (22.6)
        21109 (23.0)1201 (23.3)
        31005 (20.8)1058 (20.5)
        4898 (18.6)1008 (19.5)
        5 (highest)718 (14.9)728 (14.1)
    Procedure: gastric bypass4868 (99.9)4738 (91.5)-8.4 (-7.6 to -9.2)

    Note: ACG = Johns Hopkins Adjusted Clinical Group, CI = confidence interval, NS = not significant, OBN = Ontario Bariatric Network, SD = standard deviation.

    *Differences are reported as percentages with the exception of age, where mean difference is reported. For comparisons of characteristics with more than 2 categories, p values are reported.

    †Rural residence was defined as residence in a community with a population less than 10 000.

    ‡Income quintile was determined by linking residential postal code to its corresponding dissemination area and then calculating the average income per person in the area. Areas were then ranked and divided into quintiles. The lowest income quintile was coded as 1 and the highest was coded as 5.

      • View popup
      Table 2: One-year postoperative health services use and mortality among patients who received bariatric surgery out of country and those who received it at an Ontario Bariatric Network centre, 2007-2012
      OutcomeGroup; no. (%) or mean ± SDDifference* (95% CI), %
      Out of country
      n = 4852
      OBN
      n = 5179
      Any use of hospital services†2513 (51.8)2610 (50.4)-1.4 (-3.3 to 0.6)
      No. of days hospital services used by patients requiring ≥ 1 day5.1 ± 12.44.7 ± 9.2-0.5 (-0.1 to 1.1)
      Any emergency department visit2311 (47.6)2409 (46.5)-1.1 (-3.1 to 0.8)
      No. of emergency department visits among patients with ≥ 1 visit2.4 ± 2.42.3 ± 2.2-0.1 (-0.1 to -0.3)
      Any hospitalization832 (17.2)1014 (19.6)2.4 (0.9 to 4.0)
      No. of days in hospital among patients requiring a hospital stay8.7 ± 19.26.5 ± 12.5-2.2 (-0.6 to -3.7)
      Any ICU stay66 (1.4)119 (2.3)0.9 (0.4 to 1.5)
      No. of days in ICU among patients requiring an ICU stay10.6 ± 12.34.7 ± 10.8-5.9 (-2.3 to -9.5)
      Any ventilatory support29 (0.6)52 (0.5)-0.4 (-0.8 to -0.06)
      No. of ventilated days among patients requiring ventilation11.1 ± 12.14.5 ± 8.2-6.6 (-1.5 to -11.6)
      Any physician assessment312 (6.4)1761 (34.0)27.6 (26.1 to 29.0)
      No. of physician assessments among patients with ≥ 1 assessment1.6 ± 1.81.2 ± 0.6-0.4 (-0.2 to -0.6)
      Reoperation49 (1.01)197 (3.8)2.8 (2.2 to 3.4)
      No. of reoperations among patients with ≥ 1 reoperation2.8 ± 1.81.4 ± 0.7-1.4 (-0.9 to -1.9)
      30-d mortality4 (0.1)7 (0.1)0.05 (-0.2 to 0.08)
      1-yr mortality13 (0.3)13 (0.3)0.13 (-0.2 to 0.2)

      Note: CI = confidence interval, ICU = intensive care unit, OBN = Ontario Bariatric Network, SD = standard deviation.

      *Differences are reported as percentages with the exception of mean differences.

      †Hospital services = total no. of emergency department visits + days in hospital.

        • View popup
        Table 3: Unadjusted and adjusted rate ratios comparing 1-year postoperative health services use and mortality among patients in the Ontario Bariatric Network and those who received bariatric surgery out of country
        OutcomeUnadjusted rate ratio (95% CI)Adjusted* rate ratio (95% CI)
        Hospital services0.88 (0.82 to 0.95)0.90 (0.84 to 0.97)
        Emergency department visits0.92 (0.86 to 0.98)0.98 (0.92 to 1.05)
            Days in hospital0.86 (0.73 to 1.00)0.88 (0.75 to 1.03)
            Days in ICU0.74 (0.45 to 1.25)0.78 (0.45 to 1.35)
        Ventilatory support0.68 (0.31 to 1.49)0.67 (0.27 to 1.65)
        Physician assessments4.06 (3.66 to 4.50)4.10 (3.69 to 4.56)
        Reoperations1.86 (1.37 to 2.53)1.84 (1.34 to 2.53)
        Unadjusted OR (95% CI)Adjusted† OR (95% CI)
        30-day mortality1.64 (0.48 to 5.61)1.61 (0.47 to 5.54)
        1-year mortality0.93 (0.43 to 2.02)0.87 (0.40 to 1.89)

        Note: CI = confidence interval, ICU = intensive care unit, OR = odds ratio.

        *Adjusted variables included age, sex, procedure, rurality, income quintile and comorbidity score.

        †Adjusted variables included age and sex.

          • View popup
          Table 4: Rate ratios comparing 1-year postoperative health services use among patients who received bariatric surgery in Ontario hospitals outside the Ontario Bariatric Network after versus before 2010
          OutcomeRate ratio* (95% CI)
          Hospital services1.07 (0.59 to 1.93)
              Emergency department visits0.70 (0.45 to 1.07)
              Days in hospital1.04 (0.55 to 1.99)
          Days in ICU0.13 (0.02 to 1.14)
          Ventilatory support0.13 (0.01 to 26.3)
          Physician assessments4.74 (2.36 to 9.5)
          Reoperations0.81 (0.13 to 5.00)

          Note: CI = confidence interval, ICU = intensive care unit.

          *Estimated using a negative binomial regression model adjusted for age, sex, household income quintile in neighbourhood of residence, rurality, type of bariatric surgery (gastric bypass v. other) and Johns Hopkins Adjusted Clinical Groups comorbidity score.

            • View popup
            Table 5: Unadjusted and adjusted rate ratios comparing 1-year postoperative health services use among patients in the Ontario Bariatric Network group and those who received surgery out of country, by patient characteristic
            VariableUnadjusted rate ratio (95% CI)Adjusted rate ratio (95% CI)
            Surgery through the Ontario Bariatric Network0.88 (0.82 to 0.95)0.90 (0.84 to 0.97)
            Age1.00 (0.99 to 1.00)1.00 (0.99 to 1.00)
            Sex (male v. female)1.09 (0.99 to 1.19)1.08 (0.98 to 1.19)
            Procedure (gastric bypass v. other)0.88 (0.74 to 1.06)0.95 (0.79 to 1.15)
            Rurality (rural v. urban)1.17 (1.07 to 1.29)1.26 (1.14 to 1.40)
            ACG comorbidity score
                ≤ 21.00 (ref)1.00 (ref)
                31.46 (1.12 to 1.89)2.06 (1.53 to 2.76)
                42.29 (1.76 to 2.98)3.29 (2.44 to 4.44)
                54.42 (3.35 to 5.83)5.67 (4.15 to 7.75)
            Income quintile
                1 (lowest)1.00 (ref)1.00 (ref)
                20.91 (0.82 to 1.00)0.90 (0.81 to 1.00)
                30.90 (0.81 to 1.00)0.90 (0.81 to 1.01)
                40.91 (0.81 to 1.01)0.98 (0.88 to 1.10)
                5 (highest)0.81 (0.72 to 0.91)0.79 (0.69 to 0.89)

            Note: ACG = Johns Hopkins Adjusted Clinical Group, CI = confidence interval,

            ref = reference category.

            PreviousNext
            Back to top

            In this issue

            CMAJ Open: 4 (3)
            Vol. 4, Issue 3
            4 Aug 2016
            • 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 effect of the Ontario Bariatric Network on health services utilization after bariatric surgery: a retrospective cohort study
            (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 effect of the Ontario Bariatric Network on health services utilization after bariatric surgery: a retrospective cohort study
            Ahmad Elnahas, Timothy D. Jackson, Allan Okrainec, Peter C. Austin, Chaim M. Bell, David R. Urbach
            Sep 2016, 4 (3) E489-E495; DOI: 10.9778/cmajo.20160042

            Citation Manager Formats

            • BibTeX
            • Bookends
            • EasyBib
            • EndNote (tagged)
            • EndNote 8 (xml)
            • Medlars
            • Mendeley
            • Papers
            • RefWorks Tagged
            • Ref Manager
            • RIS
            • Zotero
            Share
            The effect of the Ontario Bariatric Network on health services utilization after bariatric surgery: a retrospective cohort study
            Ahmad Elnahas, Timothy D. Jackson, Allan Okrainec, Peter C. Austin, Chaim M. Bell, David R. Urbach
            Sep 2016, 4 (3) E489-E495; DOI: 10.9778/cmajo.20160042
            Digg logo Reddit logo Twitter logo Facebook logo Google logo Mendeley logo
            • Tweet Widget
            • Facebook Like

            Related Articles

            • PubMed
            • Google Scholar

            Cited By...

            • Patients eligible and referred for bariatric surgery in southeastern Ontario: Retrospective cohort study
            • Google Scholar

            Similar Articles

            Collections

            • Clinical
              • Surgery
                • Gastrointestinal surgery
              • Health services research
              • Nutrition & Metabolism
                • Obesity

            Content

            • Current issue
            • Past issues
            • Collections
            • Alerts
            • RSS

            Authors & Reviewers

            • Overview for Authors
            • Preparing manuscripts
            • Manuscript Submission Checklist
            • Publication Fees
            • Forms
            • Editorial Policies
            • Editorial Process
            • Patient-Oriented Research
            • Submit a manuscript
            • Manuscript Progress
            • Submitting a letter
            • Information for Reviewers

            About

            • General Information
            • Staff
            • Editorial Board
            • Advisory Panel
            • Contact Us
            • Advertising
            • Media
            • Reprints
            • Copyright and Permissions
            • Accessibility
            • CMA Civility Standards
            CMAJ Group

            Copyright 2023, 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].

            View CMA's Accessibility policy.

             

            Powered by HighWire