ArticleBMC cancer2012
For patients with breast cancer, geographic and social disparities are independent determinants of access to specialized surgeons. A eleven-year population-based multilevel analysis.
Article in BMC cancer, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 2 syntheses or guidelines pooled it, 46 citations in OpenAlex.
- Variations in outcomes by residential location for women with breast cancer: a systematic review.BMJ open · 2018Pooled it
- Understanding the effects of socioeconomic status along the breast cancer continuum in Australian women: a systematic review of evidence.International journal for equity in health · 2017Pooled it
- Association of Surgeon Volume with Adherence to American Society of Breast Surgeons Surgical Quality Measures.Annals of surgical oncology · 2025Article
- Predictors of survival rates among breast cancer patients in Ethiopia: a systematic review and meta-analysis 2024.Archives of public health = Archives belges de sante publique · 2025Article
- Are National Breast and Cervical Cancer Early Detection Program Recipients Providing Services in Counties Heavily Burdened by Breast and Cervical Cancer?International journal of environmental research and public health · 2024Article
- Spatial patterns and the associated factors for breast cancer hospitalization in the rural population of Fujian Province, China.BMC women's health · 2023Article
- No Geographical Inequalities in Survival for Sarcoma Patients in France: A Reference Networks' Outcome?Cancers · 2022Article
- Association between Neighborhood Social Deprivation and Stage at Diagnosis among Breast Cancer Patients in South Carolina.International journal of environmental research and public health · 2021Article
- Determinants of the access to remote specialised services provided by national sarcoma reference centres.BMC cancer · 2021Article
- Rural disparities in surgical care from gynecologic oncologists among Midwestern ovarian cancer patients.Gynecologic oncology · 2021Article
- Mapping mammography in Arkansas: Locating areas with poor spatial access to breast cancer screening using optimization models and geographic information systems.Journal of clinical and translational science · 2020Article
- Intraoperative Radiotherapy for Breast Cancer Treatment in a Rural Community.Annals of surgical oncology · 2018Article
- Quality Of Breast Cancer Care In The US Territories: Insights From Medicare.Health affairs (Project Hope) · 2018Article
- Developing a Return to Work Intervention for Breast Cancer Survivors with the Intervention Mapping Protocol: Challenges and Opportunities of the Needs Assessment.Frontiers in public health · 2018Article
- Impact of geographic accessibility on utilization of the annual health check-ups by income level in Japan: A multilevel analysis.PloS one · 2017Article
- Geographical Inequalities in Surgical Treatment for Localized Female Breast Cancer, Queensland, Australia 1997-2011: Improvements over Time but Inequalities Remain.International journal of environmental research and public health · 2016Article
- Socioeconomic status does not affect prognosis in patients with glioblastoma multiforme.Surgical neurology international · 2016Article
- Individual, Area, and Provider Characteristics Associated With Care Received for Stages I to III Breast Cancer in a Multistate Region of Appalachia.Journal of oncology practice · 2015Article
- Article
- Research in cancer care disparities in countries with universal healthcare: mapping the field and its conceptual contours.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2014Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIt has been shown in several studies that survival in cancer patients who were operated on by a high-volume surgeon was better. Why then do all patients not benefit from treatment by these experienced surgeons? The aim of our work was to study the hypothesis that in breast cancer, geographical isolation and the socio-economic level have an impact on the likelihood of being treated by a specialized breast-cancer surgeon.
methodsAll cases of primary invasive breast cancer diagnosed in the Côte d'Or from 1998 to 2008 were included. Individual clinical data and distance to the nearest reference care centre were collected. The Townsend Index of each residence area was calculated. A Log Rank test and a Cox model were used for survival analysis, and a multilevel logistic regression model was used to determine predictive factors of being treated or not by a specialized breast cancer surgeon.
resultsAmong our 3928 patients, the ten-year survival of the 2931 (74.6 %) patients operated on by a high-volume breast cancer surgeon was significantly better (LogRank p < 0.001), independently of age at diagnosis, the presence of at least one comorbidity, circumstances of diagnosis (screening or not) and TNM status (Cox HR = 0.81 [0.67-0.98]; p = 0.027). In multivariate logistic regression analysis, patients who lived 20 to 35 minutes, and more than 35 minutes away from the nearest reference care centre were less likely to be operated on by a specialized surgeon than were patients living less than 10 minutes away (OR = 0.56 [0.43; 0.73] and 0.38 [0.29; 0.50], respectively). This was also the case for patients living in rural areas compared with those living in urban areas (OR = 0.68 [0.53; 0.87]), and for patients living in the two most deprived areas (OR = 0.69 [0.48; 0.97] and 0.61 [0.44; 0.85] respectively) compared with those who lived in the most affluent area.
conclusionsA disadvantageous socio-economic environment, a rural lifestyle and living far from large specialized treatment centres were significant independent predictors of not gaining access to surgeons specialized in breast cancer. Not being treated by a specialist surgeon implies a less favourable outcome in terms of survival.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.