Lee Jungmin, Keil Mark, Lee Jong Seok, Baird Aaron, Choi Hyoung-Yong
J Mack Robinson College of Business, Georgia State University, Atlanta, GA, United States.
Haslam College of Business, The University of Tennessee, Knoxville, TN, United States.
JMIR Form Res. 2023 Jun 12;7:e37553. doi: 10.2196/37553.
According to a 2020 study by the American Cancer Society, colorectal cancer (CRC) represents the third leading cause of cancer both in incidence and death in the United States. Nonetheless, CRC screening remains lower than that for other high-risk cancers such as breast and cervical cancer. Risk calculators are increasingly being used to promote cancer awareness and improve compliance with CRC screening tests. However, research concerning the effects of CRC risk calculators on the intention to undergo CRC screening has been limited. Moreover, some studies have found the impacts of CRC risk calculators to be inconsistent, reporting that receiving personalized assessments from such calculators lowers people's risk perception.
The objective of this study is to examine the effect of using CRC risk calculators on individuals' intentions to undergo CRC screening. In addition, this study aims to examine the mechanisms through which using CRC risk calculators might influence individuals' intentions to undergo CRC screening. Specifically, this study focuses on the role of perceived susceptibility to CRC as a potential mechanism mediating the effect of using CRC risk calculators. Finally, this study examines how the effect of using CRC risk calculators on individuals' intentions to undergo CRC screening may vary by gender.
We recruited a total of 128 participants through Amazon Mechanical Turk who live in the United States, have health insurance, and are in the age group of 45 to 85 years. All participants answered questions needed as input for the CRC risk calculator but were randomly assigned to treatment (CRC risk calculator results immediately received) and control (CRC risk calculator results made available after the experiment ended) groups. The participants in both groups answered a series of questions regarding demographics, perceived susceptibility to CRC, and their intention to get screened.
We found that using CRC risk calculators (ie, answering questions needed as input and receiving calculator results) has a positive effect on intentions to undergo CRC screening, but only for men. For women, using CRC risk calculators has a negative effect on their perceived susceptibility to CRC, which in turn reduces the intention to sign up for CRC screening. Additional simple slope and subgroup analyses confirm that the effect of perceived susceptibility on CRC screening intention is moderated by gender.
This study shows that using CRC risk calculators can increase individuals' intentions to undergo CRC screening, but only for men. For women, using CRC risk calculators can reduce their intentions to undergo CRC screening, as it reduces their perceived susceptibility to CRC. Given these mixed results, although CRC risk calculators can be a useful source of information on one's CRC risk, patients should be discouraged from relying solely on them to inform decisions regarding CRC screening.
根据美国癌症协会2020年的一项研究,结直肠癌(CRC)在美国癌症的发病率和死亡率中均位列第三。尽管如此,结直肠癌筛查率仍低于乳腺癌和宫颈癌等其他高危癌症。风险计算器越来越多地被用于提高癌症认知度并改善结直肠癌筛查测试的依从性。然而,关于结直肠癌风险计算器对接受结直肠癌筛查意愿的影响的研究一直有限。此外,一些研究发现结直肠癌风险计算器的影响并不一致,报告称从这些计算器获得个性化评估会降低人们的风险认知。
本研究的目的是检验使用结直肠癌风险计算器对个体接受结直肠癌筛查意愿的影响。此外,本研究旨在探究使用结直肠癌风险计算器可能影响个体接受结直肠癌筛查意愿的机制。具体而言,本研究重点关注结直肠癌易感性感知作为一种潜在机制在介导使用结直肠癌风险计算器的影响方面的作用。最后,本研究考察使用结直肠癌风险计算器对个体接受结直肠癌筛查意愿的影响如何因性别而异。
我们通过亚马逊土耳其机器人平台招募了总共128名居住在美国、拥有医疗保险且年龄在45至85岁之间的参与者。所有参与者都回答了作为结直肠癌风险计算器输入所需的问题,但被随机分配到治疗组(立即收到结直肠癌风险计算器结果)和对照组(实验结束后可获得结直肠癌风险计算器结果)。两组参与者都回答了一系列关于人口统计学、结直肠癌易感性感知以及他们接受筛查意愿的问题。
我们发现使用结直肠癌风险计算器(即回答作为输入所需的问题并收到计算器结果)对接受结直肠癌筛查的意愿有积极影响,但仅对男性有效。对于女性而言,使用结直肠癌风险计算器对她们的结直肠癌易感性感知有负面影响,这反过来又降低了她们报名参加结直肠癌筛查的意愿。额外的简单斜率分析和亚组分析证实,结直肠癌易感性感知对结直肠癌筛查意愿的影响因性别而异。
本研究表明,使用结直肠癌风险计算器可以增加个体接受结直肠癌筛查的意愿,但仅对男性有效。对于女性而言,使用结直肠癌风险计算器会降低她们接受结直肠癌筛查的意愿,因为这会降低她们对结直肠癌的易感性感知。鉴于这些混合结果,尽管结直肠癌风险计算器可以是关于个人结直肠癌风险的有用信息来源,但应劝阻患者仅依赖它们来为结直肠癌筛查决策提供信息。