Pignone Michael P, Crutchfield Trisha M, Brown Paul M, Hawley Sarah T, Laping Jane L, Lewis Carmen L, Lich Kristen Hassmiller, Richardson Lisa C, Tangka Florence Kl, Wheeler Stephanie B
BMC Health Serv Res. 2014 Nov 30;14:611. doi: 10.1186/s12913-014-0611-4.
Screening for colorectal cancer (CRC) is suboptimal, particularly for vulnerable populations. Effective intervention programs are needed to increase screening rates. We used a discrete choice experiment (DCE) to learn about how vulnerable individuals in North Carolina value different aspects of CRC screening programs.
We enrolled English-speaking adults ages 50-75 at average risk of CRC from rural North Carolina communities with low rates of CRC screening, targeting those with public or no insurance and low incomes. Participants received basic information about CRC screening and potential program features, then completed a 16 task DCE and survey questions that examined preferences for four attributes of screening programs: testing options available; travel time required; money paid for screening or rewards for completing screening; and the portion of the cost of follow-up care paid out of pocket. We used Hierarchical Bayesian methods to calculate individual-level utilities for the 4 attributes' levels and individual-level attribute importance scores. For each individual, the attribute with the highest importance score was considered the most important attribute. Individual utilities were then aggregated to produce mean utilities for each attribute. We also compared DCE-based results with those from direct questions in a post-DCE survey.
We enrolled 150 adults. Mean age was 57.8 (range 50-74); 55% were women; 76% White and 19% African-American; 87% annual household income under $30,000; and 51% were uninsured. Individuals preferred shorter travel; rewards or small copayments compared with large copayments; programs that included stool testing as an option; and greater coverage of follow-up costs. Follow-up cost coverage was most frequently found to be the most important attribute from the DCE (47%); followed by test reward/copayment (33%). From the survey, proportion of follow-up costs paid was most frequently cited as most important (42% of participants), followed by testing options (32%). There was moderate agreement (45%) in attribute importance between the DCE and the single question in the post-DCE survey.
Screening test copayments and follow-up care coverage costs are important program characteristics in this vulnerable, rural population.
结直肠癌(CRC)筛查效果欠佳,尤其是对弱势群体而言。需要有效的干预项目来提高筛查率。我们采用离散选择实验(DCE)来了解北卡罗来纳州的弱势群体如何看待CRC筛查项目的不同方面。
我们招募了北卡罗来纳州农村社区年龄在50 - 75岁、患CRC平均风险的讲英语成年人,这些社区的CRC筛查率较低,目标人群为有公共保险或无保险且低收入者。参与者收到了关于CRC筛查及潜在项目特征的基本信息,然后完成了一项包含16项任务的DCE以及调查问题,这些问题考察了对筛查项目四个属性的偏好:可用的检测选项;所需的出行时间;为筛查支付的费用或完成筛查的奖励;以及自付的后续护理费用比例。我们使用分层贝叶斯方法计算4个属性水平的个体层面效用以及个体层面的属性重要性得分。对于每个个体,重要性得分最高的属性被视为最重要的属性。然后汇总个体效用以得出每个属性的平均效用。我们还将基于DCE的结果与DCE后调查中直接问题的结果进行了比较。
我们招募了150名成年人。平均年龄为57.8岁(范围50 - 74岁);55%为女性;76%为白人,19%为非裔美国人;87%的家庭年收入低于3万美元;51%没有保险。个体更喜欢较短的出行时间;与高额自付费用相比,更喜欢奖励或小额自付费用;包含粪便检测作为选项的项目;以及更高比例的后续费用覆盖。从DCE中最常发现后续费用覆盖是最重要的属性(47%);其次是检测奖励/自付费用(33%)。在调查中,最常被提及最重要的是自付的后续费用比例(42%的参与者),其次是检测选项(32%)。DCE与DCE后调查中的单个问题在属性重要性方面存在中等程度的一致性(45%)。
筛查测试的自付费用和后续护理覆盖费用是这个脆弱农村人群中重要的项目特征。