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预测老年人癌症筛查决策的人口统计学、健康和态度因素。

Demographic, health, and attitudinal factors predictive of cancer screening decisions in older adults.

作者信息

Schoenborn Nancy L, Xue Qian-Li, Pollack Craig E, Janssen Ellen M, Bridges John F P, Wolff Antonio C, Boyd Cynthia M

机构信息

The Johns Hopkins University School of Medicine, Baltimore, MD, United States of America.

The Johns Hopkins University School of Public Health, Baltimore, MD, United States of America.

出版信息

Prev Med Rep. 2019 Jan 16;13:244-248. doi: 10.1016/j.pmedr.2019.01.007. eCollection 2019 Mar.

Abstract

Many older adults receive routine cancer screening even when it is no longer recommended. We sought to identify demographic, health-related, and attitudinal factors that are most predictive of continued breast, colorectal, and prostate cancer screening decisions in older adults under various scenarios. A sample of adults age 65+ (n = 1272) were recruited from a nationally representative panel in November 2016, of which 881 (69.3%) completed our survey. Participants were presented vignettes in which we experimentally varied a hypothetical patient's life expectancy, age, quality of life, and physician screening recommendation. The dependent variable was the choice to continue cancer screening in the vignette. Classification and regression tree (CART) analysis was used to identify characteristics most predictive of screening decisions; both the participants' characteristics and the hypothetical patient's characteristics in the vignettes were included in the analysis. CART analysis uses recursive partitioning to create a classification tree in which variables predictive of the outcome are included as hierarchical tree nodes. We used automated ten-fold cross-validation to select the tree with lowest misclassification and highest predictive accuracy. Participants' attitude towards cancer screening was most predictive of choosing screening. Among those who agreed with the statement "I plan to get screened for cancer for as long as I live" (n = 300, 31.9%), 73.2% chose screening and 57.2% would still choose screening if hypothetical patient had 1-year life expectancy. For this subset of older adults with enthusiasm towards screening even when presented with scenario involving limited life expectancy, efforts are needed to improve informed decision-making about screening.

摘要

许多老年人即使在不再推荐进行常规癌症筛查的情况下仍会接受筛查。我们试图确定在各种情况下,最能预测老年人继续进行乳腺癌、结直肠癌和前列腺癌筛查决策的人口统计学、健康相关和态度因素。2016年11月,从一个具有全国代表性的样本中招募了1272名65岁及以上的成年人,其中881人(69.3%)完成了我们的调查。向参与者展示了一些短文,我们在短文中通过实验改变了假设患者的预期寿命、年龄、生活质量和医生的筛查建议。因变量是在短文中继续进行癌症筛查的选择。使用分类与回归树(CART)分析来确定最能预测筛查决策的特征;分析中包括了参与者的特征和短文中假设患者的特征。CART分析使用递归划分来创建一棵分类树,其中预测结果的变量作为分层树节点包含在内。我们使用自动十折交叉验证来选择错误分类最低且预测准确性最高的树。参与者对癌症筛查的态度最能预测其选择筛查的行为。在同意“我计划只要活着就进行癌症筛查”这一说法的人群中(n = 300,31.9%),73.2%的人选择筛查,并且如果假设患者预期寿命为1年,57.2%的人仍会选择筛查。对于这部分即使面对预期寿命有限的情况仍热衷于筛查的老年人,需要努力改善关于筛查的明智决策。

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