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Workplace Digital Health Is Associated with Improved Cardiovascular Risk Factors in a Frequency-Dependent Fashion: A Large Prospective Observational Cohort Study

机译:工作场所数字化健康与频率风险相关的改善的心血管危险因素相关:一项大型的前瞻性观察队列研究

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摘要

Cardiovascular disease (CVD) is the leading cause of morbidity and mortality in the US. Emerging employer-sponsored work health programs (WHP) and Digital Health Intervention (DHI) provide monitoring and guidance based on participants’ health risk assessments, but with uncertain success. DHI–mobile technology including online and smartphone interventions–has previously been found to be beneficial in reducing CVD outcomes and risk factors, however its use and efficacy in a large, multisite, primary prevention cohort has not been described to date. We analyzed usage of DHI and change in intermediate markers of CVD over the course of one year in 30,974 participants of a WHP across 81 organizations in 42 states between 2011 and 2014, stratified by participation log-ins categorized as no (n = 14,173), very low (<12/yr, n = 12,260), monthly (n = 3,360), weekly (n = 651), or semi-weekly (at least twice per week). We assessed changes in weight, waist circumference, body mass index (BMI), blood pressure, lipids, and glucose at one year, as a function of participation level. We utilized a Poisson regression model to analyze variables associated with increased participation. Those with the highest level of participation were slightly, but significantly (p<0.0001), older (48.3±11.2 yrs) than non-participants (47.7±12.2 yr) and more likely to be females (63.7% vs 37.3% p<0.0001). Significant improvements in weight loss were demonstrated with every increasing level of DHI usage with the largest being in the semi-weekly group (-3.39±1.06 lbs; p = 0.0013 for difference from weekly). Regression analyses demonstrated that greater participation in the DHI (measured by log-ins) was significantly associated with older age (p<0.001), female sex (p<0.001), and Hispanic ethnicity (p<0.001). The current study demonstrates the success of DHI in a large, community cohort to modestly reduce CVD risk factors in individuals with high participation rate. Furthermore, participants previously underrepresented in WHPs (females and Hispanics) and those with an increased number of CVD risk factors including age and elevated BMI show increased adherence to DHI, supporting the use of this low-cost intervention to improve CVD health.
机译:在美国,心血管疾病(CVD)是发病率和死亡率的主要原因。雇主赞助的新兴工作健康计划(WHP)和数字健康干预(DHI)根据参与者的健康风险评估提供监视和指导,但成功率不确定。先前已发现DHI(包括在线和智能手机干预措施在内的移动技术)在降低CVD结果和危险因素方面是有益的,但是迄今为止,尚未在大型,多站点,一级预防队列中描述其使用和功效。我们分析了2011年至2014年之间42个州的81个组织的30,974名WHP参与者中,DHI的使用和CVD中间标记在一年中的变化,按参与登录分类为否(n = 14,173),非常低(<12 / yr,n = 12,260),每月(n = 3,360),每周(n = 651)或每半周(每周至少两次)。我们根据参与水平评估了一年中体重,腰围,体重指数(BMI),血压,脂质和葡萄糖的变化。我们利用泊松回归模型来分析与参与度增加相关的变量。参与程度最高的人群比未参加者(47.7±12.2岁)略显但显着(p <0.0001),年长(48.3±11.2岁)和女性(63.7%vs 37.3%p <0.0001) )。随着DHI使用量的每增加一次,体重减轻得到了显着改善,最大的发生在半周组(-3.39±1.06磅; p = 0.0013,与周差异)。回归分析表明,DHI的更多参与(通过登录测量)与年龄较大(p <0.001),女性(p <0.001)和西班牙裔种族(p <0.001)显着相关。当前的研究表明,DHI在大量社区人群中成功地适度降低了参与率高的个体的CVD危险因素。此外,以前在WHP(女性和西班牙裔)中人数不足的参与者以及患有CVD危险因素(包括年龄和BMI升高)的参与者数量增加,表明他们对DHI的依从性增强,支持使用这种低成本干预措施来改善CVD健康。

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