Behaviour and Health Research Unit, Department of Public Health and Primary Care, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom.
EPPI-Centre, UCL Social Research Institute, University College London, London, United Kingdom.
PLoS Med. 2022 Mar 3;19(3):e1003920. doi: 10.1371/journal.pmed.1003920. eCollection 2022 Mar.
There is ongoing clinical and research interest in determining whether providing personalised risk information could motivate risk-reducing health behaviours. We aimed to assess the impact on behaviours and risk factors of feeding back to individuals' images of their bodies generated via medical imaging technologies in assessing their current disease status or risk.
A systematic review with meta-analysis was conducted using Cochrane methods. MEDLINE, Embase, PsycINFO, CINAHL, and the Cochrane Central Register of Controlled Trials (CENTRAL) were searched up to July 28, 2021, with backward and forward citation searches up to July 29, 2021. Eligible studies were randomised controlled trials including adults who underwent medical imaging procedures assessing current health status or risk of disease, for which personal risk may be reduced by modifying behaviour. Trials included an intervention group that received the imaging procedure plus feedback of visualised results and assessed subsequent risk-reducing health behaviour. We examined 12,620 abstracts and included 21 studies, involving 9,248 randomised participants. Studies reported on 10 risk-reducing behaviours, with most data for smoking (8 studies; n = 4,308), medication use (6 studies; n = 4,539), and physical activity (4 studies; n = 1,877). Meta-analysis revealed beneficial effects of feedback of visualised medical imaging results on reduced smoking (risk ratio 1.11, 95% confidence interval [CI] 1.01 to 1.23, p = 0.04), healthier diet (standardised mean difference [SMD] 0.30, 95% CI 0.11 to 0.50, p = 0.003), increased physical activity (SMD 0.11, 95% CI 0.003 to 0.21, p = 0.04), and increased oral hygiene behaviours (SMD 0.35, 95% CI 0.13 to 0.57, p = 0.002). In addition, single studies reported increased skin self-examination and increased foot care. For other behavioural outcomes (medication use, sun protection, tanning booth use, and blood glucose testing) estimates favoured the intervention but were not statistically significant. Regarding secondary risk factor outcomes, there was clear evidence for reduced systolic blood pressure, waist circumference, and improved oral health, and some indication of reduced Framingham risk score. There was no evidence of any adverse effects, including anxiety, depression, or stress, although these were rarely assessed. A key limitation is that there were some concerns about risk of bias for all studies, with evidence for most outcomes being of low certainty. In particular, valid and precise measures of behaviour were rarely used, and there were few instances of preregistered protocols and analysis plans, increasing the likelihood of selective outcome reporting.
In this study, we observed that feedback of medical images to individuals has the potential to motivate risk-reducing behaviours and reduce risk factors. Should this promise be corroborated through further adequately powered trials that better mitigate against risk of bias, such interventions could usefully capitalise upon the widespread and growing use of medical imaging technologies in healthcare.
目前,临床和研究领域都对确定提供个性化风险信息是否能激励降低风险的健康行为感兴趣。我们旨在评估将通过医疗成像技术生成的个体身体图像反馈给他们,以评估其当前疾病状况或风险,对行为和风险因素的影响。
我们使用 Cochrane 方法进行了系统评价和荟萃分析。截至 2021 年 7 月 28 日,检索了 MEDLINE、Embase、PsycINFO、CINAHL 和 Cochrane 对照试验中心注册库(CENTRAL),并在 2021 年 7 月 29 日进行了回溯和前瞻性引文搜索。合格的研究是随机对照试验,包括接受评估当前健康状况或疾病风险的医疗成像程序的成年人,通过改变行为可以降低个人风险。试验包括接受成像程序和可视化结果反馈并评估随后的降低风险的健康行为的干预组。我们共查阅了 12620 篇摘要,纳入了 21 项研究,涉及 9248 名随机参与者。研究报告了 10 项降低风险的行为,其中大部分数据来自吸烟(8 项研究;n = 4308)、药物使用(6 项研究;n = 4539)和身体活动(4 项研究;n = 1877)。荟萃分析显示,可视化医疗成像结果反馈对减少吸烟(风险比 1.11,95%置信区间 [CI] 1.01 至 1.23,p = 0.04)、更健康的饮食(标准化均数差 [SMD] 0.30,95%CI 0.11 至 0.50,p = 0.003)、增加身体活动(SMD 0.11,95%CI 0.003 至 0.21,p = 0.04)和增加口腔卫生行为(SMD 0.35,95%CI 0.13 至 0.57,p = 0.002)有有益的影响。此外,单篇研究报告称皮肤自我检查和足部护理增加。对于其他行为结果(药物使用、防晒、日光浴小屋使用和血糖检测),干预措施的估计值有利,但没有统计学意义。关于次要风险因素结果,有明确的证据表明收缩压、腰围降低和口腔健康改善,以及Framingham 风险评分降低的一些迹象。没有证据表明有任何不良反应,包括焦虑、抑郁或压力,尽管这些很少被评估。一个关键的限制是,所有研究都存在一定的偏倚风险,大多数结果的证据确定性较低。特别是,很少使用有效和精确的行为测量方法,并且很少有预先注册的方案和分析计划,这增加了选择性结果报告的可能性。
在这项研究中,我们观察到将医疗图像反馈给个体有可能激励降低风险的行为并降低风险因素。如果这一前景通过进一步的、具有足够效力的试验得到证实,这些试验可以更好地降低偏倚风险,那么这种干预措施可以利用医疗成像技术在医疗保健中广泛且不断增长的应用。