摘要:乳腺癌筛查的可负担性、种族和婚姻状况预测早期发现:癌症登记数据分析

A. Chandak, P. Nayar, G. Kan, N. Gupta
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Methods: Data on breast cancer cases in Nebraska were obtained from the Nebraska Cancer Registry for the years 2008 to 2012. Proximity to the nearest screening center was calculated as the shortest distance between the population weighted centroid of each census tract in Nebraska and the nearest screening facility, using geocoded facility locations available from the United States Food and Drug Administration website. Spatial accessibility to primary care provider (PCP) was calculated using the two-step floating catchment area method using geocoded PCP locations, using data from the University of Nebraska Medical Center Health Professions Tracking Service annual survey database. Hierarchical logistic regression models adjusted for age, race, ethnicity, marital status, rurality of residence and county poverty level were examined to assess the association of type of insurance: Medicare, Medicaid, Other (including TRICARE, Military, Veterans Affairs Indian/Public Health Service) and Private, supply of screening centers, proximity to screening center and spatial accessibility to primary care physicians with the stage at diagnosis of breast cancer. Breast cancer stage at diagnosis was categorized as early (in-situ or localized stage) or late (regional or distant stage). Geocoding and proximity distance calculations were done using ArcGIS 10.3.2 and statistical analyses were conducted using STATA 14 software. Results: Among 4,975 women aged 40 years or older and diagnosed with breast cancer in Nebraska between 2008 and 2012, 72.3% were diagnosed at an early stage (in-situ or localized). The results from the hierarchical logistic regression found that women who were uninsured were less likely (Odds Ratio [O.R]: 0.42; 95% Confidence Interval [C.I]: 0.25-0.73) to be diagnosed early and those women who had Medicaid coverage were also less likely (O.R: 0.56; 95% C.I: 0.40-0.78) to be diagnosed early, as compared to women having private insurance. Further, married women were 1.3 times more likely (O.R: 1.25; 95% C.I: 1.10-1.44) to be diagnosed early, and white women were 1.4 times more likely (O.R: 1.36; 95% C.I: 1.04-1.77) to be diagnosed early. Conclusion: Affordability of cancer screening services plays an important role in early detection of breast cancer. Hence, the coverage of preventive services through the Affordable Care Act is likely to be a positive policy change leading to higher screening rates and thereby, higher rates of early detection of breast cancer. Further, there exist racial disparities in early diagnosis of breast cancer that may be due to differential access to screening services. Targeted policy efforts will be needed to address these disparities to improve outcomes of breast cancer for all race groups. Citation Format: Aastha Chandak, Preethy Nayar, Ge Kan, Niodita Gupta. Affordability of screening, race and marital status predict early detection of breast cancer: Analysis of cancer registry data. [abstract]. In: Proceedings of the AACR Special Conference: Improving Cancer Risk Prediction for Prevention and Early Detection; Nov 16-19, 2016; Orlando, FL. 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引用次数: 0

摘要

背景:乳腺癌是内布拉斯加州妇女中最常见的癌症诊断。乳腺癌的早期诊断为更好的预后和治疗选择提供了机会,从而提高了生存机会。内布拉斯加州主要是一个农村州,因此,除了由于缺乏保险或保险不足而负担得起医疗保健的问题外,内布拉斯加州农村地区的人民还面临着癌症筛查服务的可得性和可及性方面的独特挑战。本研究的目的是检查是否获得癌症筛查服务,在三个维度:可负担性,可获得性和可及性,预测诊断为乳腺癌的妇女在内布拉斯加州的诊断阶段。方法:内布拉斯加州2008年至2012年乳腺癌病例数据来自内布拉斯加州癌症登记处。使用美国食品和药物管理局网站上提供的地理编码设施位置,以内布拉斯加州每个人口普查区的人口加权质心与最近的筛查设施之间的最短距离来计算与最近筛查中心的距离。利用内布拉斯加州大学医学中心卫生专业跟踪服务年度调查数据库的数据,利用地理编码的PCP位置,采用两步浮动集水区法计算初级保健提供者(PCP)的空间可达性。对年龄、种族、民族、婚姻状况、居住农村和县贫困水平进行调整的分层logistic回归模型进行检验,以评估保险类型:医疗保险、医疗补助、其他(包括TRICARE、军事、退伍军人事务印度/公共卫生服务)和私人、筛查中心的供应、距离筛查中心的远近以及初级保健医生的空间可达性与乳腺癌诊断阶段的关系。诊断时乳腺癌分期分为早期(原位或局部期)和晚期(局部或远处期)。使用ArcGIS 10.3.2进行地理编码和近距离计算,使用STATA 14软件进行统计分析。结果:2008年至2012年间,内布拉斯加州4975名40岁及以上确诊为乳腺癌的女性中,72.3%被诊断为早期(原位或局部)。从层次逻辑回归的结果发现,没有保险的妇女不太可能(优势比[0。R): 0.42;95%置信区间[C];[1]: 0.25-0.73)早期被诊断出来的妇女,那些有医疗补助保险的妇女也不太可能(O.R: 0.56;95% ci: 0.40-0.78),与拥有私人保险的女性相比,更容易得到早期诊断。此外,已婚女性患病的可能性是前者的1.3倍(or: 1.25;95% ci: 1.10-1.44)早期诊断的可能性是白人女性的1.4倍(O.R: 1.36;95% ci: 1.04-1.77)。结论:癌症筛查服务的可负担性对乳腺癌的早期发现具有重要作用。因此,通过《负担得起的医疗法案》提供的预防服务很可能是一项积极的政策变化,导致更高的筛查率,从而提高乳腺癌的早期发现率。此外,在乳腺癌的早期诊断方面存在种族差异,这可能是由于获得筛查服务的机会不同。需要有针对性的政策努力来解决这些差异,以改善所有种族群体的乳腺癌预后。引文格式:Aastha Chandak, Preethy Nayar, Ge Kan, Niodita Gupta。筛查的可负担性、种族和婚姻状况预测乳腺癌的早期发现:癌症登记数据分析。[摘要]。摘自:AACR特别会议论文集:改进癌症风险预测以预防和早期发现;2016年11月16日至19日;费城(PA): AACR;Cancer epidemiology Biomarkers pre2017;26(5增刊):摘要nr A30。
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Abstract A30: Affordability of screening, race and marital status predict early detection of breast cancer: Analysis of cancer registry data
Background: Breast cancer is the most common cancer diagnosis among women in Nebraska. Early diagnosis of breast cancer provides opportunities for better prognosis and treatment options and thereby improves chances of survival. Nebraska is predominantly a rural state, and hence, in addition to problems of affordability of health care due to lack of insurance or under-insurance, the people of rural Nebraska face unique challenges with regards to the availability and accessibility of cancer screening services. The purpose of this study was to examine whether access to cancer screening services, in terms of three dimensions: affordability, availability and accessibility, predict the stage of diagnosis for women diagnosed with breast cancer in Nebraska. Methods: Data on breast cancer cases in Nebraska were obtained from the Nebraska Cancer Registry for the years 2008 to 2012. Proximity to the nearest screening center was calculated as the shortest distance between the population weighted centroid of each census tract in Nebraska and the nearest screening facility, using geocoded facility locations available from the United States Food and Drug Administration website. Spatial accessibility to primary care provider (PCP) was calculated using the two-step floating catchment area method using geocoded PCP locations, using data from the University of Nebraska Medical Center Health Professions Tracking Service annual survey database. Hierarchical logistic regression models adjusted for age, race, ethnicity, marital status, rurality of residence and county poverty level were examined to assess the association of type of insurance: Medicare, Medicaid, Other (including TRICARE, Military, Veterans Affairs Indian/Public Health Service) and Private, supply of screening centers, proximity to screening center and spatial accessibility to primary care physicians with the stage at diagnosis of breast cancer. Breast cancer stage at diagnosis was categorized as early (in-situ or localized stage) or late (regional or distant stage). Geocoding and proximity distance calculations were done using ArcGIS 10.3.2 and statistical analyses were conducted using STATA 14 software. Results: Among 4,975 women aged 40 years or older and diagnosed with breast cancer in Nebraska between 2008 and 2012, 72.3% were diagnosed at an early stage (in-situ or localized). The results from the hierarchical logistic regression found that women who were uninsured were less likely (Odds Ratio [O.R]: 0.42; 95% Confidence Interval [C.I]: 0.25-0.73) to be diagnosed early and those women who had Medicaid coverage were also less likely (O.R: 0.56; 95% C.I: 0.40-0.78) to be diagnosed early, as compared to women having private insurance. Further, married women were 1.3 times more likely (O.R: 1.25; 95% C.I: 1.10-1.44) to be diagnosed early, and white women were 1.4 times more likely (O.R: 1.36; 95% C.I: 1.04-1.77) to be diagnosed early. Conclusion: Affordability of cancer screening services plays an important role in early detection of breast cancer. Hence, the coverage of preventive services through the Affordable Care Act is likely to be a positive policy change leading to higher screening rates and thereby, higher rates of early detection of breast cancer. Further, there exist racial disparities in early diagnosis of breast cancer that may be due to differential access to screening services. Targeted policy efforts will be needed to address these disparities to improve outcomes of breast cancer for all race groups. Citation Format: Aastha Chandak, Preethy Nayar, Ge Kan, Niodita Gupta. Affordability of screening, race and marital status predict early detection of breast cancer: Analysis of cancer registry data. [abstract]. In: Proceedings of the AACR Special Conference: Improving Cancer Risk Prediction for Prevention and Early Detection; Nov 16-19, 2016; Orlando, FL. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2017;26(5 Suppl):Abstract nr A30.
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