Cancer Prevention Institute of California, Fremont, CA 94538, USA.
Am J Manag Care. 2013;19(3):205-16.
Screening can detect colorectal cancer (CRC) early, yet its uptake needs to be improved. Social determinants of health (SDOH) may be linked to CRC screening use but are not well understood.
To examine geographic variation in CRC screening and the extent to which multilevel SDOH explain its use in California, the most populous and racially/ethnically diverse state in the United States.
Analysis of individual and neighborhood data on 20,626 adult respondents aged >50 years from the 2005 California Health Interview Survey.
We used multilevel logistic regression models to estimate the effects of individual characteristics and area-level segregation, socioeconomic status (SES), and healthcare resources at 2 different geographic levels on CRC screening use.
We confirmed that individual-level factors (eg, race/ethnicity, income, insurance) were strong predictors and found that area-level healthcare resources were associated with CRC screening. Primary care shortage in the Medical Service Study Area was associated with CRC screening for any modality (odds ratio [OR] = 0.89; 95% confidence interval [CI], 0.80-1.00). County-level HMO penetration (OR = 1.85; 95% CI, 1.47-2.33) and primary care shortage (OR = 0.73; 95% CI, 0.53-0.99) were associated with CRC screening with flexible sigmoidoscopy.
Contextual factors including locality, primary care resources, and HMO membership are important determinants of CRC screening uptake; SES and segregation did not explain variation in screening behavior. More studies of contextual factors and varying geographic scales are needed to further elucidate their impact on CRC screening uptake.
筛查可以早期发现结直肠癌(CRC),但其接受度仍有待提高。健康的社会决定因素(SDOH)可能与 CRC 筛查的使用有关,但目前了解甚少。
检查加利福尼亚州 CRC 筛查的地域差异,以及多层次 SDOH 在多大程度上解释了其在该州的使用情况。加利福尼亚州是美国人口最多、种族和民族最多样化的州。
对 2005 年加利福尼亚健康访谈调查中 20626 名年龄>50 岁的成年受访者的个人和社区数据进行分析。
我们使用多水平逻辑回归模型,估计个体特征和社区层面的隔离、社会经济地位(SES)以及 2 个不同地理水平的医疗保健资源对 CRC 筛查使用的影响。
我们证实了个体水平的因素(例如,种族/族裔、收入、保险)是强有力的预测因素,并发现了与 CRC 筛查相关的社区层面的医疗保健资源。医疗服务研究区的初级保健短缺与任何模式的 CRC 筛查相关(优势比[OR] = 0.89;95%置信区间[CI],0.80-1.00)。县一级 HMO 渗透率(OR = 1.85;95%CI,1.47-2.33)和初级保健短缺(OR = 0.73;95%CI,0.53-0.99)与乙状结肠镜检查的 CRC 筛查相关。
包括地理位置、初级保健资源和 HMO 成员在内的环境因素是 CRC 筛查接受度的重要决定因素;SES 和隔离并不能解释筛查行为的差异。需要更多关于环境因素和不同地理范围的研究来进一步阐明它们对 CRC 筛查接受度的影响。