The Medical Journal of Australia · 2012 · 44 citations · 14 references
MedicineBiostatisticsOncologyCancer EpidemiologyEpidemiologySurvival AnalysisCancer DisparitiesCancer Health DisparitiesCancer MortalityCancer Survival AnalysisGeographic Variation In CancerIndigenous HealthCancer Disparities Among Indigenous PopulationsCancer Epidemiology By EthnicityCancer Mortality VariationCancer Survival VariationConditional Survival ModelsDifferential SurvivalKaplan-meier Survival EstimatesOutcome Measures
OBJECTIVE: To examine the differential in cancer survival between Indigenous and non-Indigenous people in Queensland in relation to time after diagnosis, remoteness and area-socioeconomic disadvantage. DESIGN, SETTING AND PARTICIPANTS: Descriptive study of population-based data on all 150,059 Queensland residents of known Indigenous status aged 15 years and over who were diagnosed with a primary invasive cancer during 1997-2006. MAIN OUTCOME MEASURES: Hazard ratios for the categories of area-socioeconomic disadvantage, remoteness and Indigenous status, as well as conditional 5-year survival estimates. RESULTS: Five-year survival was lower for Indigenous people diagnosed with cancer (50.3%; 95% CI, 47.8%-52.8%) compared with non-Indigenous people (61.9%; 95% CI, 61.7%-62.2%). There was no evidence that this differential varied by remoteness (P = 0.780) or area-socioeconomic disadvantage (P = 0.845). However, it did vary by time after diagnosis. In a time-varying survival model stratified by age, sex and cancer type, the 50% excess mortality in the first year (adjusted HR, 1.50; 95% CI, 1.38-1.63) reduced to near unity at 2 years after diagnosis (HR, 1.03; 95% CI, 0.78-1.35). CONCLUSIONS: After a wide disparity in cancer survival in the first 2 years after diagnosis, Indigenous patients with cancer who survive these 2 years have a similar outlook to non-Indigenous patients. Access to services and socioeconomic factors are unlikely to be the main causes of the early lower Indigenous survival, as patterns were similar across remoteness and area-socioeconomic disadvantage. There is an urgent need to identify the factors leading to poor outcomes early after diagnosis among Indigenous people with cancer.
14
Modelling for Survival Data in Medical Research
Technometrics · 1995 · 2.2K citations
Remoteness of residence and survival from cancer in New South Wales
David P. Smith, Xue Qin Yu, Dianne L. O’Connell et al. · The Medical Journal of Australia · 2004 · 205 citations
Medicine, Biostatistics, Oncology +17