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
Open Access

Social determinants of access to timely elective surgery in Ontario, Canada: a cross-sectional population level study

Pieter de Jager, Dionne Aleman, Nancy Baxter, Chaim Bell, Merve Bodur, Andrew Calzavara, Robert Campbell, Michael Carter, Scott Emerson, Anna Gagliardi, Jonathan Irish, Danielle Martin, Samantha Lee, Marcy Saxe-Braithwaite, Pardis Seyedi, Julie Takata, Suting Yang, Claudia Zanchetta and David Urbach
December 19, 2023 11 (6) E1164-E1180; DOI: https://doi.org/10.9778/cmajo.20230001
Pieter de Jager
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MBChB MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Dionne Aleman
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
PhD PEng
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nancy Baxter
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MD PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Chaim Bell
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MD PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Merve Bodur
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrew Calzavara
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Robert Campbell
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MD MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michael Carter
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Scott Emerson
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Anna Gagliardi
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jonathan Irish
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MD MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Danielle Martin
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MD MPP
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Samantha Lee
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MPH
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marcy Saxe-Braithwaite
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
DBA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Pardis Seyedi
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MSc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Julie Takata
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Suting Yang
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MASc
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Claudia Zanchetta
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
RN MN(ACNP)
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David Urbach
Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen’s University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women’s College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women’s College Hospital, Surgery, Toronto, Ont.
MD MSc
  • 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:

    Summary of data management.

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

    Forest plots showing the association between odds of exceeding surgical wait time targets by marginalization subdomains for (A) cataract and (B) benign uterine surgery. Note: Q = quintile.

  • Figure 3:
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 3:

    Forest plots showing the association between risk of exceeding surgical wait time targets by marginalization subdomains for (A) knee arthroscopy and (B) knee arthroplasty. Note: Q = quintile.

  • Figure 4:
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 4:

    Forest plots showing the association between risk of exceeding surgical wait time targets by marginalization subdomains for (A) cholecystectomy and (B) inguinal hernia repair. Note: Q = quintile.

Tables

  • Figures
    • View popup
    Table 1:

    Procedures exceeding wait times, by patient characteristics and priority level*

    CharacteristicNo. (%)†Priority 4
    n = 124 545 (9.0)
    Overall
    n = 174 633 (12.60)
    Priority 3
    n = 50 088 (3.6)
    Age category, yr
     18–4923 066 (7.5)11 315 (14.3)11 751 (5.1)
     50–5923 965 (10.5)8631 (17.0)15 334 (8.7)
     60–6947 031 (13.9)12 482 (22.1)34 549 (12.3)
     70–7955 377 (15.7)12 226 (25.9)43 151 (14.1)
     ≥ 8025 194 (15.8)5434 (26.3)19 760 (14.2)
    Sex
     Female106 899 (12.8)31 793 (20.5)75 106 (11.0)
     Male67 734 (12.4)18 295 (18.5)49 439 (11.0)
    Rural residence‡
     No147 823 (12.2)42 937 (19.7)104 886 (10.6)
     Yes26 810 (15.2)7151 (19.7)19 659 (14.0)
    Region
     Eastern33 789 (13.4)9243 (18.8)24 546 (12.1)
     GTHA54 205 (10.8)18 903 (19.9)35 302 (8.7)
     Toronto19 286 (8.8)5793 (13.8)13 493 (7.6)
     Western Ontario51 979 (16.9)11 522 (23.4)40 457 (15.7)
     Northern Ontario15 374 (14.7)4627 (24.6)10 747 (12.5)
    Comorbidity score category§
     0–432 161 (13.0)8954 (19.4)23 207 (11.5)
     5–637 689 (12.8)10 881 (19.8)26 808 (11.2)
     7–838 198 (12.5)11 201 (19.7)26 997 (10.8)
     9–1030 318 (12.4)8779 (19.6)21 539 (10.8)
     ≥ 1136 267 (12.4)10 273 (20.0)25 994 (10.8)
    Hospital type¶
     Non-teaching123 093 (11.7)39 358 (18.8)83 735 (9.9)
     Teaching51 540 (15.6)10 730 (24.2)40 810 (14.3)
    Year
     201316 397 (10.4)6766 (18.9)9631 (7.9)
     201419 830 (10.0)7101 (16.5)12 729 (8.2)
     201522 244 (11.2)6833 (17.3)15 411 (9.7)
     201627 213 (13.3)7857 (21.0)19 356 (11.6)
     201730 118 (14.6)7428 (22.5)22 690 (13.1)
     201829 852 (14.2)7212 (21.6)22 640 (12.8)
     201928 979 (13.8)6891 (21.6)22 088 (12.4)
    Procedure
     Cataract81 537 (14.9)11 106 (29.1)70 431 (13.8)
     Knee arthroplasty37 756 (23.9)12 762 (40.1)24 994 (19.8)
     Hip arthroplasty18 607 (20.4)6722 (34.5)11 885 (16.6)
     Arthroscopy (knee)10 632 (7.2)5158 (14.9)5474 (4.9)
     Cholecystectomy4398 (3.6)2773 (6.2)1625 (2.1)
     Inguinal hernia4703 (4.8)2533 (8.2)2170 (3.2)
     Benign uterine**17 000 (7.6)9034 (16.5)7966 (4.7)
    • Note: GTHA = Greater Toronto and Hamilton Area.

    • ↵* The Wait Time Information System classifies procedure priority level. Level 1 is the most urgent, requiring immediate transfer to the operating room. This is followed by levels 2, 3 and 4, requiring urgent, semi-urgent and elective surgical intervention. The target wait time for level 3 is 84 days or fewer, and for level 4, 182 days or fewer.

    • ↵† Percentage refers to the percent of procedures exceeding wait time divided by the total number of procedures by patient characteristic and priority level.

    • ↵‡ Rural residence includes residences in all territories lying outside population centres with more than 10 000 residents. Regions defined as per Canada Post Corporation.

    • ↵§ Comorbidity score category: sum of Aggregated Diagnosis Groups. Estimated using Aggregated Diagnosis Groups calculated with The Johns Hopkins ACG System version 10 software, based on subjects’ health care utilization records in the Discharge Abstract Database, Same Day Surgery Database and Ontario Health Insurance Plan database.

    • ↵¶ Teaching Status: teaching hospitals are those classified as Group A under the Public Hospitals Act. (13)

    • ↵** Benign uterine disease requiring surgical treatment consists of a mixture of hysterectomy (28%), hysteroscopic endometrial ablation (16%) and other benign diseases (56%). “Other benign diseases” is primarily composed of resection of endometrial polyps, myomectomy and adhesion lysis.

    • View popup
    Table 2:

    Procedures exceeding wait times by neighbourhood deprivation* and priority level†

    Variable‡No. (%)§Priority 4
    n = 124 545 (9.0)
    Overall
    n = 174 633 (12.6)
    Priority 3
    n = 50 088 (3.6)
    Dependency quintile
     129 015 (11.0)9347 (18.9)19 668 (9.2)
     230 245 (12.1)8968 (19.6)21 277 (10.4)
     331 884 (12.7)8915 (19.5)22 969 (11.2)
     434 829 (13.0)9888 (20.0)24 941 (11.4)
     548 660 (13.8)12 970 (20.3)35 690 (12.3)
    Deprivation quintile
     137 833 (12.8)10 852 (21.6)26 981 (11.0)
     236 097 (12.5)10 389 (20.0)25 708 (10.8)
     335 255 (12.8)10 302 (19.7)24 953 (11.2)
     434 378 (12.8)9690 (18.8)24 688 (11.3)
     531 070 (12.1)8855 (18.3)22 215 (10.6)
    Instability quintile
     130 565 (11.7)9613 (19.7)20 952 (9.9)
     234 392 (12.6)10 059 (19.8)24 333 (10.9)
     335 351 (12.7)9897 (19.3)25 454 (11.3)
     435 281 (13.1)9737 (19.4)25 544 (11.6)
     539 044 (12.8)10 782 (20.2)28 262 (11.3)
    Proportion of residents who self-identify as being part of a visible minority group
     141 034 (14.8)11 091 (20.3)29 943 (13.4)
     239 468 (13.6)10 589 (19.7)28 879 (12.2)
     335 779 (13.1)9947 (21.7)25 832 (11.4)
     431 614 (11.9)9135 (20.6)22 479 (10.1)
     526 738 (9.6)9326 (16.7)17 412 (7.8)
    Immigrated last 5 years
     1112 226 (13.4)30 755 (20.1)81 471 (11.9)
     231 301 (11.9)9294 (20.1)22 007 (10.2)
     331 106 (10.8)10 039 (18.2)21 067 (9.1)
    • ↵* Individual patients were assigned to marginalization quintiles based on community, not individual characteristics.

    • ↵† The Wait Time Information System classifies procedure priority level. Level 1 is the most urgent, requiring immediate transfer to the operating room. This is followed by levels 2, 3 and 4, requiring urgent, semi-urgent and elective surgical intervention. The target wait time for level 3 is 84 days or fewer, and for level 4, 182 days or fewer.

    • ↵‡ To categorize levels of marginalization, all dissemination areas in Ontario were ranked within each domain (or sub-domain) and assigned to a quintile, with quintile 1 representing the dissemination areas with the lowest marginalization and quintile 5 the highest. For recent immigration, more than 50% of dissemination areas had 0 recent immigrants, which led to the creation of only 3 categories (i.e., the lower 3 quintiles combined, and the fourth and fifth quintiles).

    • ↵§ Percentage refers to the percent of procedures exceeding wait time divided by the total number of procedures by patient characteristic and priority level.

    • View popup
    Table 3:

    Unadjusted and adjusted risk of prolonged surgical wait times for cataract and benign uterine surgery, according to neighbourhood marginalization measures and patient and hospital factors*†

    Patient characteristic‡Cataract surgeryBenign uterine surgery§
    OR (95% CI)Adjusted OR¶ (95% CI)OR (95% CI)Adjusted OR¶ (95% CI)
    Age, yr (ref. 40)
     501.10 (1.07–1.14)1.10 (1.06–1.14)0.94 (0.92–0.96)0.90 (0.89–0.92)
     601.33 (1.27–1.40)1.33 (1.26–1.40)0.75 (0.72–0.79)0.68 (0.65–0.71)
     701.61 (1.52–1.70)1.62 (1.54–1.72)0.61 (0.57–0.64)0.51 (0.48–0.55)
     801.79 (1.70–1.89)1.83 (1.73–1.94)0.57 (0.52–0.63)0.48 (0.43–0.53)
    Comorbidity score (per 5-unit increase)**0.99 (0.98–1.00)0.97 (0.96–0.98)0.97 (0.94–1.00)1.01 (0.98–1.05)
    Priority level (ref. (4))
     Priority3 2.65 (2.56–2.74)2.85 (2.75–2.95)3.99 (3.85–4.13)4.72 (4.55–4.90)
    Sex (ref. male)
     Female1.13 (1.12–1.15)1.14 (1.12–1.16)–0.85 (0.79–0.91)
    Rural (ref. non-rural)††1.33 (1.27–1.38)1.30 (1.24–1.37)1.00 (0.94–1.07)1.67 (1.56–1.80)
    Region (ref. Toronto)
     Eastern1.55 (1.49–1.61)1.59 (1.51–1.68)1.63 (1.53–1.73)1.47 (1.38–1.56)
     GTHA1.08 (1.04–1.12)1.06 (1.01–1.10)1.13 (1.06–1.19)2.08 (1.93–2.25)
     Western1.63 (1.57–1.70)1.67 (1.59–1.75)1.22 (1.15–1.30)4.47 (4.08–4.90)
     Northern0.98 (0.93–1.04)1.04 (0.97–1.12)3.30 (3.05–3.56)1.01 (0.98–1.05)
    Hospital type (ref. non-teaching)‡‡
     Teaching0.94 (0.92–0.97)0.85 (0.82–0.88)1.90 (1.83–1.98)2.19 (2.11–2.28)
    Year (ref. 2013)
     20141.10 (1.06–1.15)1.12 (1.08–1.16)0.92 (0.86–0.98)2.19 (2.11–2.28)
     20151.48 (1.42–1.54)1.53 (1.47–1.59)0.93 (0.88–0.99)0.90 (0.85–0.96)
     20162.10 (2.01–2.19)2.21 (2.12–2.30)0.95 (0.89–1.01)0.95 (0.89–1.01)
     20172.40 (2.30–2.50)2.55 (2.45–2.66)0.96 (0.91–1.02)1.00 (0.94–1.07)
     20182.29 (2.20–2.39)2.38 (2.28–2.48)0.88 (0.83–0.94)1.04 (0.98–1.11)
     20192.15 (2.06–2.24)2.20 (2.11–2.29)0.85 (0.79–0.90)0.96 (0.90–1.03)
    Dependency quintile
     20.95 (0.92–0.99)0.93 (0.89–0.96)0.98 (0.93–1.04)1.01 (0.96–1.07)
     30.91 (0.88–0.94)0.88 (0.84–0.91)0.98 (0.93–1.04)1.01 (0.95–1.07)
     40.88 (0.84–0.91)0.82 (0.79–0.85)0.93 (0.88–0.99)1.00 (0.94–1.06)
     50.92 (0.89–0.95)0.81 (0.78–0.85)0.87 (0.82–0.92)0.98 (0.92–1.04)
    Deprivation quintile
     20.94 (0.91–0.97)0.93 (0.90–0.96)1.00 (0.95–1.06)1.01 (0.96–1.07)
     30.92 (0.89–0.95)0.90 (0.87–0.93)1.03 (0.97–1.09)1.06 (1.00–1.13)
     40.87 (0.84–0.90)0.84 (0.81–0.87)1.07 (1.01–1.13)1.10 (1.03–1.17)
     50.82 (0.79–0.86)0.77 (0.74–0.81)1.06 (1.00–1.12)1.04 (0.98–1.12)
    Instability quintile
     20.96 (0.93–0.99)0.97 (0.93–1.00)0.95 (0.90–1.01)0.99 (0.94–1.05)
     30.96 (0.93–0.99)0.98 (0.95–1.02)0.91 (0.86–0.96)0.96 (0.90–1.02)
     41.00 (0.96–1.03)1.08 (1.04–1.13)0.92 (0.87–0.97)0.95 (0.89–1.01)
     51.02 (0.98–1.06)1.16 (1.11–1.21)0.94 (0.89–1.00)0.91 (0.85–0.98)
    Visible minority quintile
     20.92 (0.88–0.96)0.96 (0.91–1.01)0.99 (0.93–1.06)0.92 (0.86–0.98)
     30.96 (0.92–1.00)1.05 (1.00–1.11)1.20 (1.12–1.28)1.09 (1.01–1.17)
     40.98 (0.94–1.02)1.06 (1.00–1.13)1.22 (1.14–1.30)1.10 (1.01–1.19)
     50.77 (0.74–0.81)0.83 (0.78–0.89)1.47 (1.37–1.57)1.28 (1.17–1.40)
    Recent immigration
     21.00 (0.97–1.03)1.04 (1.00–1.09)1.10 (1.04–1.15)1.00 (0.95–1.06)
     31.00 (0.97–1.04)1.12 (1.07–1.18)1.24 (1.17–1.30)1.09 (1.02–1.17)
    • Note: CI = confidence interval, GTHA = Greater Toronto and Hamilton Area, OR = odds ratio.

    • ↵* Unless otherwise stated, the reference group for presented odds ratios is quintile 1.

    • ↵† The Wait Time Information System classifies procedure priority level. Level 1 is the most urgent, requiring immediate transfer to the operating room. This is followed by levels 2, 3 and 4, requiring urgent, semi-urgent and elective surgical intervention. The target wait time for level 3 is 84 days or fewer, and for level 4, 182 days or fewer.

    • ↵‡ Levels of marginalization was categorized by ranking all dissemination areas in Ontario within each domain (or sub-domain) and assigned to a quintile, with quintile 1 representing the dissemination area with the lowest marginalization and quintile 5 (or quintile 3 in the case of “immigrated last 5 years”) the highest.

    • ↵§ Benign uterine disease requiring surgical treatment consists of a mixture of hysterectomy (28%), hysteroscopic endometrial ablation (16%) and other benign diseases (56%). “Other benign diseases” is primarily composed of resection of endometrial polyps, myomectomy and adhesion lysis.

    • ↵¶ Adjusted odds ratios were calculated by adjusting for all the variables in the table.

    • ↵** Comorbidity score category: sum of Aggregated Diagnosis Groups. Estimated using Aggregated Diagnosis Groups calculated with The Johns Hopkins ACG System Version 10 software, based on subjects’ health care utilization records in the Discharge Abstract Database, Same Day Surgery Database and Ontario Health Insurance Plan database.

    • ↵†† Rural residence includes residences in all territories lying outside population centres with > 10 000 residents. Regions defined as per Canada Post Corporation.

    • ↵‡‡ Teaching Status: teaching hospitals are those classified as Group A under the Public Hospitals Act. (13)

    • View popup
    Table 4:

    Unadjusted and adjusted factors associated with prolonged surgical wait times for knee and hip arthroplasty*†

    Patient characteristicKnee arthroplastyHip arthroplasty
    OR (95% CI)Adjusted OR‡ (95% CI)OR (95% CI)Adjusted OR‡ (95% CI)
    Age, yr (ref. 40)
     501.14 (1.09–1.19)1.17 (1.12–1.23)0.86 (0.82–0.90)0.89 (0.84–0.94)
     601.21 (1.12–1.30)1.27 (1.18–1.37)0.74 (0.68–0.80)0.78 (0.72–0.85)
     701.19 (1.10–1.29)1.28 (1.17–1.39)0.69 (0.64–0.75)0.75 (0.69–0.81)
     801.10 (1.02–1.19)1.18 (1.09–1.28)0.66 (0.61–0.71)0.71 (0.66–0.77)
    Comorbidity score (per 5-unit increase)§0.92 (0.91–0.94)0.93 (0.91–0.94)0.88 (0.86–0.90)0.90 (0.88–0.92)
    Priority level (ref. (4))¶
     Priority3 2.57 (2.50–2.65)3.10 (3.01–3.20)2.54 (2.45–2.64)3.01 (2.89–3.13)
    Sex (ref. male)
     Female1.06 (1.03–1.08)1.08 (1.06–1.11)0.96 (0.93–0.99)0.99 (0.95–1.02)
    Rural (ref. non-rural)**1.15 (1.10–1.20)0.89 (0.85–0.93)1.23 (1.17–1.30)0.96 (0.91–1.02)
    Region (ref. Toronto)
     Eastern1.48 (1.39–1.57)1.87 (1.75–2.00)1.68 (1.55–1.81)1.82 (1.68–1.98)
     GTHA2.08 (1.96–2.19)2.43 (2.29–2.57)1.82 (1.70–1.95)2.03 (1.89–2.19)
     Western4.87 (4.60–5.15)6.53 (6.12–6.97)4.14 (3.86–4.43)4.71 (4.35–5.10)
     Northern2.40 (2.24–2.57)2.67 (2.47–2.88)2.05 (1.89–2.23)1.77 (1.60–1.96)
    Hospital type (ref. non-teaching)††
     Teaching1.05 (1.01–1.08)1.33 (1.29–1.37)1.35 (1.30–1.40)1.66 (1.60–1.73)
    Year (ref. 2013)
     20140.89 (0.85–0.94)0.90 (0.85–0.95)0.88 (0.82–0.94)0.89 (0.83–0.96)
     20150.86 (0.82–0.91)0.93 (0.89–0.99)0.94 (0.88–1.01)1.02 (0.95–1.10)
     20161.08 (1.03–1.13)1.21 (1.15–1.27)1.04 (0.97–1.11)1.17 (1.09–1.26)
     20171.19 (1.13–1.25)1.42 (1.35–1.49)1.11 (1.03–1.18)1.35 (1.26–1.45)
     20181.14 (1.09–1.20)1.36 (1.29–1.44)1.00 (0.93–1.06)1.22 (1.14–1.31)
     20191.04 (0.99–1.09)1.26 (1.19–1.32)1.00 (0.93–1.06)1.23 (1.15–1.32)
    Dependency quintile
     21.00 (0.95–1.05)1.03 (0.98–1.08)1.06 (0.99–1.13)1.06 (0.99–1.13)
     31.00 (0.95–1.05)1.05 (0.99–1.10)1.00 (0.94–1.07)1.01 (0.94–1.07)
     40.99 (0.95–1.05)1.04 (0.99–1.10)1.00 (0.94–1.06)1.02 (0.95–1.09)
     50.97 (0.92–1.01)1.03 (0.98–1.09)0.96 (0.91–1.02)0.98 (0.92–1.05)
    Deprivation quintile
     21.01 (0.97–1.06)1.01 (0.97–1.06)1.02 (0.97–1.08)1.04 (0.99–1.10)
     31.12 (1.07–1.17)1.12 (1.07–1.17)1.07 (1.01–1.13)1.10 (1.03–1.16)
     41.15 (1.10–1.21)1.17 (1.11–1.22)1.12 (1.06–1.18)1.17 (1.10–1.25)
     51.16 (1.10–1.21)1.18 (1.12–1.24)1.13 (1.06–1.20)1.20 (1.12–1.28)
    Instability quintile
     20.98 (0.94–1.03)1.01 (0.97–1.06)1.06 (0.99–1.12)1.08 (1.01–1.15)
     31.00 (0.96–1.05)1.01 (0.96–1.06)1.05 (0.99–1.11)1.05 (0.99–1.12)
     41.00 (0.96–1.05)0.98 (0.93–1.03)1.05 (0.99–1.11)1.03 (0.96–1.10)
     51.06 (1.00–1.11)0.97 (0.92–1.03)1.11 (1.04–1.18)1.05 (0.98–1.13)
    Visible minority quintile
     20.98 (0.94–1.02)0.97 (0.93–1.01)0.95 (0.90–1.00)0.95 (0.90–1.00)
     31.00 (0.95–1.05)0.95 (0.90–1.00)0.98 (0.93–1.04)0.94 (0.88–1.00)
     41.07 (1.01–1.13)0.96 (0.90–1.02)0.97 (0.91–1.03)0.88 (0.81–0.95)
     51.28 (1.20–1.36)1.05 (0.97–1.13)0.93 (0.86–1.01)0.82 (0.75–0.91)
    Recent immigration
     21.06 (1.02–1.11)1.02 (0.97–1.06)1.02 (0.97–1.07)1.00 (0.95–1.06)
     31.25 (1.20–1.31)1.09 (1.03–1.16)1.03 (0.97–1.10)1.02 (0.95–1.10)
    • Note: CI = confidence interval, GTHA = Greater Toronto and Hamilton Area, OR = odds ratio.

    • ↵* Unless otherwise stated, the reference group for presented odds ratios is quintile 1.

    • ↵† Levels of marginalization was categorized by ranking all dissemination areas in Ontario within each domain (or sub-domain) and assigned to a quintile, with quintile 1 representing the dissemination area with the lowest marginalization and quintile 5 (or quintile 3 in the case of “immigrated last 5 years”) the highest.

    • ↵‡ Adjusted odds ratios were calculated by adjusting for all the variables in the table.

    • ↵§ Comorbidity score category: Sum of Aggregated Diagnosis Groups (ADGs). Estimated using ADGs calculated with The Johns Hopkins ACG System Version 10 software, based on subjects’ health care utilization records in the Discharge Abstract Database, Same-Day Surgery Database, and Ontario Health Insurance Plan database.

    • ↵¶ The Wait Time Information System classifies procedure priority level. Level 1 is the most urgent, requiring immediate transfer to the operating room. This is followed by levels 2, 3 and 4, requiring urgent, semi-urgent and elective surgical intervention. The target wait time for level 3 is 84 days or fewer, and for level 4, 182 days or fewer.

    • ↵** Rural residence includes residences in all territories lying outside population centres with > 10 000 residents. Regions defined as per Canada Post Corporation.

    • ↵†† Teaching status: teaching hospitals are those classified as Group A under the Public Hospitals Act. (13)

    • View popup
    Table 5:

    Unadjusted and adjusted factors associated with prolonged surgical wait time for cholecystectomy and inguinal hernia repair*

    Patient characteristic†CholecystectomyInguinal hernia repair
    OR (95% CI)Adjusted OR‡ (95% CI)OR (95% CI)Adjusted OR‡ (95% CI)
    Age, yr (ref. 40)
     501.05 (1.01–1.11)1.06 (1.01–1.11)1.06 (1.02–1.09)1.06 (1.03–1.10)
     601.05 (0.98–1.13)1.04 (0.96–1.11)1.04 (0.99–1.09)1.04 (0.99–1.10)
     700.98 (0.90–1.07)0.95 (0.87–1.04)0.96 (0.91–1.02)0.94 (0.88–1.01)
     800.84 (0.75–0.94)0.79 (0.70–0.90)0.84 (0.77–0.91)0.79 (0.72–0.86)
    Comorbidity score (per 5-unit increase)§0.95 (0.91–1.00)0.96 (0.91–1.01)0.97 (0.93–1.02)1.01 (0.96–1.06)
    Priority level (ref. (4))¶
     Priority3 3.05 (2.86–3.25)3.85 (3.60–4.11)2.69 (2.53–2.86)3.47 (3.25–3.70)
    Sex (ref. male)
     Female1.06 (0.99–1.13)1.09 (1.01–1.17)1.11 (1.01–1.22)1.12 (1.02–1.24)
    Rural (ref. non-rural)**1.10 (0.99–1.21)0.78 (0.69–0.87)1.05 (0.96–1.15)0.85 (0.77–0.95)
    Region (ref. Toronto)
     Eastern1.44 (1.26–1.63)0.98 (0.84–1.13)1.30 (1.15–1.46)0.97 (0.85–1.12)
     GTHA1.13 (1.00–1.27)1.01 (0.89–1.15)1.31 (1.18–1.46)1.09 (0.97–1.22)
     Western1.80 (1.60–2.03)1.43 (1.24–1.66)1.70 (1.52–1.91)1.39 (1.21–1.59)
     Northern3.36 (2.93–3.85)2.26 (1.90–2.67)3.20 (2.80–3.65)2.01 (1.71–2.35)
    Hospital type (ref. non-teaching)††
     Teaching2.60 (2.42–2.79)3.02 (2.80–3.26)2.87 (2.68–3.07)3.53 (3.28–3.80)
    Year (ref. 2013)
     20140.88 (0.79–0.99)0.92 (0.82–1.03)0.82 (0.74–0.92)0.85 (0.76–0.95)
     20150.87 (0.78–0.97)0.94 (0.84–1.05)0.87 (0.78–0.97)0.91 (0.81–1.02)
     20160.73 (0.65–0.82)0.77 (0.69–0.87)0.75 (0.67–0.84)0.81 (0.73–0.91)
     20170.77 (0.69–0.86)0.85 (0.75–0.95)0.76 (0.68–0.85)0.83 (0.74–0.93)
     20180.69 (0.62–0.78)0.79 (0.70–0.89)0.71 (0.63–0.79)0.81 (0.72–0.91)
     20190.80 (0.72–0.90)0.94 (0.84–1.06)0.76 (0.68–0.85)0.90 (0.80–1.01)
    Dependency quintile
     21.16 (1.04–1.29)1.04 (0.93–1.15)1.02 (0.92–1.13)0.95 (0.86–1.05)
     31.27 (1.14–1.41)1.10 (0.99–1.23)1.04 (0.94–1.15)0.96 (0.86–1.07)
     41.24 (1.12–1.38)1.10 (0.98–1.23)1.02 (0.92–1.12)0.98 (0.88–1.09)
     51.30 (1.17–1.44)1.16 (1.03–1.31)1.00 (0.90–1.10)0.97 (0.87–1.09)
    Deprivation quintile
     21.11 (1.00–1.23)1.16 (1.04–1.29)0.96 (0.88–1.06)1.02 (0.92–1.12)
     31.08 (0.97–1.21)1.15 (1.02–1.28)0.98 (0.89–1.07)1.05 (0.95–1.16)
     41.16 (1.05–1.30)1.21 (1.08–1.36)1.03 (0.93–1.13)1.08 (0.97–1.20)
     51.26 (1.13–1.41)1.32 (1.17–1.49)0.94 (0.85–1.05)0.96 (0.85–1.07)
    Instability quintile
     21.01 (0.90–1.12)0.89 (0.80–1.00)0.99 (0.90–1.10)0.91 (0.82–1.01)
     31.22 (1.10–1.36)1.03 (0.92–1.15)1.02 (0.93–1.13)0.92 (0.83–1.03)
     41.17 (1.05–1.31)0.94 (0.84–1.06)0.99 (0.90–1.10)0.90 (0.80–1.00)
     51.28 (1.15–1.43)0.98 (0.86–1.11)1.13 (1.02–1.25)0.99 (0.88–1.11)
    Visible minority quintile
     21.16 (1.05–1.28)1.07 (0.97–1.19)1.01 (0.92–1.11)0.95 (0.86–1.04)
     31.21 (1.09–1.35)1.05 (0.94–1.18)1.10 (0.99–1.21)0.97 (0.86–1.08)
     40.93 (0.83–1.05)0.86 (0.75–0.99)1.00 (0.90–1.12)0.86 (0.75–0.98)
     50.68 (0.59–0.79)0.68 (0.57–0.81)0.69 (0.61–0.79)0.65 (0.56–0.77)
    Recent immigration
     20.94 (0.86–1.03)0.99 (0.90–1.09)0.93 (0.85–1.01)0.95 (0.86–1.04)
     30.74 (0.66–0.82)0.91 (0.80–1.03)0.82 (0.74–0.90)0.97 (0.85–1.10)
    • Note: CI = confidence interval, GTHA = Greater Toronto and Hamilton Area, OR = odds ratio.

    • ↵* Unless otherwise stated, the reference group for presented odds ratios is quintile 1.

    • ↵† Levels of marginalization was categorized by ranking all dissemination areas in Ontario within each domain (or sub-domain) and assigned to a quintile, with quintile 1 representing the dissemination area with the lowest marginalization and quintile 5 (or quintile 3 in the case of “immigrated last 5 years”) the highest.

    • ↵‡ Adjusted odds ratios were calculated by adjusting for all the variables in the table.

    • ↵§ Comorbidity score category: Sum of Aggregated Diagnosis Groups (ADGs). Estimated using Aggregated Diagnosis Groups (ADGs) calculated with The Johns Hopkins ACG System Version 10 software, based on subjects’ health care utilization records in the Discharge Abstract Database, Same-Day Surgery Database, and Ontario Health Insurance Plan database.

    • ↵¶ The Wait Time Information System classifies procedure priority level. Level 1 is the most urgent, requiring immediate transfer to the operating room. This is followed by levels 2, 3 and 4, requiring urgent, semi-urgent and elective surgical intervention. The target wait time for level 3 is 84 days or fewer, and for level 4, 182 days or fewer.

    • ↵** Rural residence includes residences in all territories lying outside population centres with > 10 000 residents. Regions defined as per Canada Post Corporation.

    • ↵†† Teaching Status: teaching hospitals are those classified as Group A under the Public Hospitals Act. (13)

PreviousNext
Back to top

In this issue

CMAJ Open: 11 (6)
Vol. 11, Issue 6
1 Nov 2023
  • 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.
Social determinants of access to timely elective surgery in Ontario, Canada: a cross-sectional population level 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
Social determinants of access to timely elective surgery in Ontario, Canada: a cross-sectional population level study
Pieter de Jager, Dionne Aleman, Nancy Baxter, Chaim Bell, Merve Bodur, Andrew Calzavara, Robert Campbell, Michael Carter, Scott Emerson, Anna Gagliardi, Jonathan Irish, Danielle Martin, Samantha Lee, Marcy Saxe-Braithwaite, Pardis Seyedi, Julie Takata, Suting Yang, Claudia Zanchetta, David Urbach
Nov 2023, 11 (6) E1164-E1180; DOI: 10.9778/cmajo.20230001

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
Social determinants of access to timely elective surgery in Ontario, Canada: a cross-sectional population level study
Pieter de Jager, Dionne Aleman, Nancy Baxter, Chaim Bell, Merve Bodur, Andrew Calzavara, Robert Campbell, Michael Carter, Scott Emerson, Anna Gagliardi, Jonathan Irish, Danielle Martin, Samantha Lee, Marcy Saxe-Braithwaite, Pardis Seyedi, Julie Takata, Suting Yang, Claudia Zanchetta, David Urbach
Nov 2023, 11 (6) E1164-E1180; DOI: 10.9778/cmajo.20230001
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

Similar Articles

Collections

  • Clinical
    • Surgery
      • Other surgery
  • Nonclinical
    • Epidemiology
      • Socioeconomic determinants of health
    • Health Policy
      • Wait Times

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