Dennison Rebecca A, Thomas Chloe V, Morris Stephen, Usher-Smith Juliet A
Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0SR, UK.
School of Health and Related Research, University of Sheffield, Sheffield S1 4DA, UK.
Prev Med. 2023 Dec;177:107786. doi: 10.1016/j.ypmed.2023.107786. Epub 2023 Nov 19.
Public acceptability of bowel cancer screening programmes must be maintained, including if risk stratification is introduced. We aimed to describe and quantify preferences for different attributes of risk-stratified screening programmes amongst the UK population, focussing on who to invite for bowel screening.
We conducted a discrete choice experiment (DCE) including the following attributes: risk factors used to estimate bowel cancer risk (age plus/minus sex, lifestyle factors and genetics); personalisation of risk feedback; risk stratification strategy plus resource implications; default screening in the case of no risk information; number of deaths prevented by screening; and number experiencing physical harm from screening. We used the results of conditional logit regression models to estimate the importance of each attribute, willingness to trade-off between the attributes, and preferences for different programmes using contemporary risk scores and models.
1196 respondents completed the survey, generating 21,528 DCE observations. Deaths prevented was the most influential attribute on respondents' decision-making (contributing to 58.8% of the choice), followed by harms experienced (15.9%). For every three additional deaths prevented, respondents were willing to accept an additional screening harm per 100,000 people. Risk factors and risk stratification strategy contributed to just 11.1% and 3.6% of the choice, respectively. Although the influence on decision-making was small, respondents favoured more personalised feedback.
Bowel cancer screening programmes that improve cancer outcomes, particularly by preventing more deaths amongst those screened, are most preferred by the public. Optimising risk prediction models, developing public communication, and readying infrastructure should be prioritised for implementation.
必须维持公众对肠癌筛查计划的接受度,包括引入风险分层的情况。我们旨在描述和量化英国人群对风险分层筛查计划不同属性的偏好,重点关注邀请哪些人进行肠癌筛查。
我们进行了一项离散选择实验(DCE),包括以下属性:用于估计肠癌风险的风险因素(年龄加减性别、生活方式因素和基因);风险反馈的个性化;风险分层策略及资源影响;无风险信息时的默认筛查;筛查预防的死亡人数;以及筛查导致身体伤害的人数。我们使用条件逻辑回归模型的结果来估计每个属性的重要性、属性之间的权衡意愿,以及使用当代风险评分和模型对不同计划的偏好。
1196名受访者完成了调查,产生了21528个DCE观察结果。预防的死亡人数是对受访者决策最具影响力的属性(占选择的58.8%),其次是经历的伤害(15.9%)。每额外预防三例死亡,受访者愿意接受每10万人额外增加一例筛查伤害。风险因素和风险分层策略分别仅占选择的11.1%和3.6%。尽管对决策的影响较小,但受访者更喜欢更个性化的反馈。
公众最青睐能改善癌症结局,尤其是能预防更多受筛查者死亡的肠癌筛查计划。应优先实施优化风险预测模型、开展公众沟通和准备基础设施等工作。