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Canada: Equitable Cancer CareCanada: Equitable Cancer Care
Access and Outcomes?Access and Outcomes?
Historic Observational Evidence:
Incidence Versus Survival,
Canada Versus the United States
This work is funded by the:This work is funded by the:
Canadian Institutes of Health Research
Canadian Breast Cancer Research Alliance
National Cancer Institute of Canada
Canadian Cancer Society and
Social Sciences and Humanities Research
Council of Canada
Learning From Our HistoriesLearning From Our Histories
Retrospective Canadian and American
cohort studies
- Large population-based
- Mid-1980s to 2003
- Ecological SES: census tract poverty
Systematic review of 500+ Canadian and
American study outcomes on race and
SES with cancer incidence and survival
(and stage at diagnosis and treatments)
over the past generation
Lo/Hi SES Cancer Incidence RRsLo/Hi SES Cancer Incidence RRs
With 95% CIs, Toronto, 1986-93With 95% CIs, Toronto, 1986-93
SiteSite WomenWomen MenMen
Poverty Associated With Greater Incidence
Lung 1.26 (1.18,1.34) 2.59 (2.27,2.96)
Larynx 1.69 (1.01,2.84) 1.99 (1.53,2.58)
Oral 1.32 (1.12,1.56) 2.11 (1.75,2.54)
Esophagus1.82 (1.30,2.55) 2.08 (1.54,2.81)
Stomach 1.35 (1.19,1.53) 1.72 (1.49,1.99)
Rectum 1.04 (1.01,1.07) 1.25 (1.08,1.44)
Liver 1.69 (1.01,2.84) 1.99 (1.53,2.58)
Bladder 1.06 (1.01,1.11) 1.09 (1.00,1.19)
Cervix 1.53 (1.29,1.82)
Lo/Hi SES Cancer Incidence RRsLo/Hi SES Cancer Incidence RRs
With 95% CIs, Toronto, 1986-93With 95% CIs, Toronto, 1986-93
SiteSite WomenWomen MenMen
Poverty Associated With Lower Incidence
Breast 0.89 (0.80,0.99)
Prostate 0.87 (0.75,1.02)
Melanoma 0.56 (0.44,0.71) 0.65 (0.54,0.80)
Meta-Analysis: Canada vs USMeta-Analysis: Canada vs US
SES-cancer incidence associations did not
differ significantly between countries
- All cancers and specific (breast)
SES correlates-cancer incidence
associations did not differ significantly
between countries
- Smoking, alcohol consumption,
diet/nutrition, BMI, obesity
Breast Cancer Survival Rate RatiosBreast Cancer Survival Rate Ratios
(SRR) With 95% CIs, 1984 to 1999(SRR) With 95% CIs, 1984 to 1999
SESSES TorontoToronto DetroitDetroit
High 1.00 … 1.00 …
1.00 (0.94,1.06) 0.94 (0.88,1.01)
Low 0.98 (0.93,1.04) 0.80 (0.75,0.85)
Low income areas: Between-country
SRR = 1.30 (1.23,1.38), Canadian patients
advantaged
Breast Cancer SRRs With 95% CIs,Breast Cancer SRRs With 95% CIs,
1986 to 19961986 to 1996
SESSES TorontoToronto HonoluluHonolulu
High 1.00 … 1.00 …
1.01 (0.93,1.10) 0.94 (0.82,1.07)
1.01 (0.95,1.08) 0.93 (0.81,1.06)
1.03 (0.96,1.11) 0.97 (0.86,1.09)
1.04 (0.97,1.12) 0.93 (0.81,1.07)
0.97 (0.90,1.04) 0.80 (0.69,0.93)
1.00 (0.81,1.24) 0.90 (0.79,1.02)
1.03 (0.95,1.11) 0.97 (0.87,1.09)
1.05 (0.98,1.13) 0.91 (0.80, 1.04)
Low 1.02 (0.95,1.10) 0.78 (0.67,0.91)
Meta-Analysis: Canada vs USMeta-Analysis: Canada vs US
SES-cancer survival associations did differ
significantly between countries
- All cancers and specific (breast)
Health Insurance Hypothesis Support
- Canadian advantage restricted to low
SES strata
- SES-survival association larger among
the non-Medicare eligible (< 65) in the US
- Canadian advantage also larger
among them
Race (White/Black) By CohortRace (White/Black) By Cohort
Interactions on Breast CancerInteractions on Breast Cancer
Survival in DetroitSurvival in Detroit
Main Effects of Race Within CohortMain Effects of Race Within Cohort
1970s1970s 1990s1990s
1-yr 1.83 (1.60,2.09) 2.07 (1.86,2.31)
3-yr 1.67 (1.51,1.86) 2.09 (1.93,2.26)
5-yr 1.64 (1.46,1.84) 1.94 (1.79,2.16)
10-yr 1.64 (1.40,1.91) 1.88 (1.66,2.13)
Three-way interactions were also significant (age by
race by cohort). The effect of race was greater
among non-Medicare eligible women (< 65).
Primary Replication and Meta-Primary Replication and Meta-
Analysis: Canada vs USAnalysis: Canada vs US
Using ecological ethnicity measures
(ecological concentrations: Aboriginal or
people of color)
- No such ethnicity-breast cancer
survival associations were observed in
Canada (replicated in Manitoba and
Ontario), and no moderation by age
- Canadian survival advantages were
greatest in areas of greatest ethnic
minority concentration
Policy ImplicationsPolicy Implications
Generally, policies that apply to cancer
occurrence/prevention in the US
also apply in Canada
As for cancer survival, it seems that
Canadian social policies ought to
be applied in the US
Scientific/Policy LimitationsScientific/Policy Limitations
Most of the Canadian studies are of urban
(Toronto) areas
All of the Canadian studies (and 80% of the
US ones) are ecological with respect to
SES measurement
- Need to advance understandings of the
meanings of such measures in diverse
Canadian, American and worldwide
contexts
Exemplary ProblemExemplary Problem
There is significant heterogeneity among the
Canadian studies of SES-cancer survival
- Metropolitan area studies found no
significant gradient (typical SES areas
are .25 to .50 km2
)
- Province-wide studies found small to
modest gradients (SES areas range
from .25-.50 to 1,000+ km2
)
HypothesesHypotheses
Larger SES units (contextual proxies of
health care service endowments
[community resources]) will be more
predictive in Canadian contexts
Smaller SES units (compositional proxies of
personal resources) will be more
predictive in American contexts
Future ResearchFuture Research
Urban and rural/remote replications with:
- Canadian and US samples of cancer
patients (California and Ontario Cancer
Registries, breast and colon cancer,
1985 to 2010)
- Personal resources
- Community resources
- Physician supplies
- Nursing supplies
- Equipment supplies (investigative
and treatment)

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Canada: Equitable cancer care access and outcomes?

  • 1. Canada: Equitable Cancer CareCanada: Equitable Cancer Care Access and Outcomes?Access and Outcomes? Historic Observational Evidence: Incidence Versus Survival, Canada Versus the United States
  • 2. This work is funded by the:This work is funded by the: Canadian Institutes of Health Research Canadian Breast Cancer Research Alliance National Cancer Institute of Canada Canadian Cancer Society and Social Sciences and Humanities Research Council of Canada
  • 3. Learning From Our HistoriesLearning From Our Histories Retrospective Canadian and American cohort studies - Large population-based - Mid-1980s to 2003 - Ecological SES: census tract poverty Systematic review of 500+ Canadian and American study outcomes on race and SES with cancer incidence and survival (and stage at diagnosis and treatments) over the past generation
  • 4. Lo/Hi SES Cancer Incidence RRsLo/Hi SES Cancer Incidence RRs With 95% CIs, Toronto, 1986-93With 95% CIs, Toronto, 1986-93 SiteSite WomenWomen MenMen Poverty Associated With Greater Incidence Lung 1.26 (1.18,1.34) 2.59 (2.27,2.96) Larynx 1.69 (1.01,2.84) 1.99 (1.53,2.58) Oral 1.32 (1.12,1.56) 2.11 (1.75,2.54) Esophagus1.82 (1.30,2.55) 2.08 (1.54,2.81) Stomach 1.35 (1.19,1.53) 1.72 (1.49,1.99) Rectum 1.04 (1.01,1.07) 1.25 (1.08,1.44) Liver 1.69 (1.01,2.84) 1.99 (1.53,2.58) Bladder 1.06 (1.01,1.11) 1.09 (1.00,1.19) Cervix 1.53 (1.29,1.82)
  • 5. Lo/Hi SES Cancer Incidence RRsLo/Hi SES Cancer Incidence RRs With 95% CIs, Toronto, 1986-93With 95% CIs, Toronto, 1986-93 SiteSite WomenWomen MenMen Poverty Associated With Lower Incidence Breast 0.89 (0.80,0.99) Prostate 0.87 (0.75,1.02) Melanoma 0.56 (0.44,0.71) 0.65 (0.54,0.80)
  • 6. Meta-Analysis: Canada vs USMeta-Analysis: Canada vs US SES-cancer incidence associations did not differ significantly between countries - All cancers and specific (breast) SES correlates-cancer incidence associations did not differ significantly between countries - Smoking, alcohol consumption, diet/nutrition, BMI, obesity
  • 7. Breast Cancer Survival Rate RatiosBreast Cancer Survival Rate Ratios (SRR) With 95% CIs, 1984 to 1999(SRR) With 95% CIs, 1984 to 1999 SESSES TorontoToronto DetroitDetroit High 1.00 … 1.00 … 1.00 (0.94,1.06) 0.94 (0.88,1.01) Low 0.98 (0.93,1.04) 0.80 (0.75,0.85) Low income areas: Between-country SRR = 1.30 (1.23,1.38), Canadian patients advantaged
  • 8. Breast Cancer SRRs With 95% CIs,Breast Cancer SRRs With 95% CIs, 1986 to 19961986 to 1996 SESSES TorontoToronto HonoluluHonolulu High 1.00 … 1.00 … 1.01 (0.93,1.10) 0.94 (0.82,1.07) 1.01 (0.95,1.08) 0.93 (0.81,1.06) 1.03 (0.96,1.11) 0.97 (0.86,1.09) 1.04 (0.97,1.12) 0.93 (0.81,1.07) 0.97 (0.90,1.04) 0.80 (0.69,0.93) 1.00 (0.81,1.24) 0.90 (0.79,1.02) 1.03 (0.95,1.11) 0.97 (0.87,1.09) 1.05 (0.98,1.13) 0.91 (0.80, 1.04) Low 1.02 (0.95,1.10) 0.78 (0.67,0.91)
  • 9. Meta-Analysis: Canada vs USMeta-Analysis: Canada vs US SES-cancer survival associations did differ significantly between countries - All cancers and specific (breast) Health Insurance Hypothesis Support - Canadian advantage restricted to low SES strata - SES-survival association larger among the non-Medicare eligible (< 65) in the US - Canadian advantage also larger among them
  • 10. Race (White/Black) By CohortRace (White/Black) By Cohort Interactions on Breast CancerInteractions on Breast Cancer Survival in DetroitSurvival in Detroit Main Effects of Race Within CohortMain Effects of Race Within Cohort 1970s1970s 1990s1990s 1-yr 1.83 (1.60,2.09) 2.07 (1.86,2.31) 3-yr 1.67 (1.51,1.86) 2.09 (1.93,2.26) 5-yr 1.64 (1.46,1.84) 1.94 (1.79,2.16) 10-yr 1.64 (1.40,1.91) 1.88 (1.66,2.13) Three-way interactions were also significant (age by race by cohort). The effect of race was greater among non-Medicare eligible women (< 65).
  • 11. Primary Replication and Meta-Primary Replication and Meta- Analysis: Canada vs USAnalysis: Canada vs US Using ecological ethnicity measures (ecological concentrations: Aboriginal or people of color) - No such ethnicity-breast cancer survival associations were observed in Canada (replicated in Manitoba and Ontario), and no moderation by age - Canadian survival advantages were greatest in areas of greatest ethnic minority concentration
  • 12. Policy ImplicationsPolicy Implications Generally, policies that apply to cancer occurrence/prevention in the US also apply in Canada As for cancer survival, it seems that Canadian social policies ought to be applied in the US
  • 13. Scientific/Policy LimitationsScientific/Policy Limitations Most of the Canadian studies are of urban (Toronto) areas All of the Canadian studies (and 80% of the US ones) are ecological with respect to SES measurement - Need to advance understandings of the meanings of such measures in diverse Canadian, American and worldwide contexts
  • 14. Exemplary ProblemExemplary Problem There is significant heterogeneity among the Canadian studies of SES-cancer survival - Metropolitan area studies found no significant gradient (typical SES areas are .25 to .50 km2 ) - Province-wide studies found small to modest gradients (SES areas range from .25-.50 to 1,000+ km2 )
  • 15. HypothesesHypotheses Larger SES units (contextual proxies of health care service endowments [community resources]) will be more predictive in Canadian contexts Smaller SES units (compositional proxies of personal resources) will be more predictive in American contexts
  • 16. Future ResearchFuture Research Urban and rural/remote replications with: - Canadian and US samples of cancer patients (California and Ontario Cancer Registries, breast and colon cancer, 1985 to 2010) - Personal resources - Community resources - Physician supplies - Nursing supplies - Equipment supplies (investigative and treatment)