Nutritional and physical improvements in older adults through the DOREMI remote coaching approach: a real-world study

IF 4.4 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Intelligent medicine Pub Date : 2022-11-01 DOI:10.1016/j.imed.2022.04.001
Federico Vozzi , Filippo Palumbo , Erina Ferro , Karl Kreiner , Franca Giugni , Rachel Dutton , Shirley Hall , Daniele Musian , Marina Parolini , Patrizia Riso , Oberdan Parodi
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引用次数: 2

Abstract

Background

Malnutrition (excess or defect) and sedentariness act as an accelerator in the older people frailty process. A systemic solution has been developed to engage older people in a healthier lifestyle using serious games and food monitoring. The study aimed to evaluate protocol influence on variables related to unhealthy behaviors improving dietary habits through a remote nutritional coaching approach and stimulating the population to increase physical activity through Exergames.

Methods

Thirty-two subjects (25 Treatments and 7 Controls, aging 65–80 years), of which 15 (11 Treatments and 4 Controls) living in the UK (ACCORD and ExtraCare Villages placed in Shenley Wood (Milton Keynes), St. Crispin (Northampton), and Showell Court (Wolverhampton)) and 17 (14 Treatments and 3 Controls) in Italy (Genoa, Liguria), were recruited and characterized in terms of nutritional status, physical, somatometric, hemodynamic and biochemical measurements, and body composition. Participants were stimulated to adopt the Mediterranean dietary pattern, by a food diary diet-app, and perform regular physical activity, by the Exergame app, for three months. At the end of the trial, users underwent the same test battery. Data were tested for normality of distribution by the Shapiro-Wilk test. Comparisons between groups were performed at baseline by unpaired Student's t-test for continuous variables, chi-square test, or Fisher's exact test for categorical variables. Analysis of Variance (ANOVA) for repeated measures was used to analyze the significance of changes over time between groups.

Results

At the end of the trial, significant reductions of systolic (15 mmHg, P = 0.001), diastolic (5 mmHg, P = 0.025), mean (10 mmHg, P = 0.001) blood pressure, and rate-pressure product (RPP) (1,105 mmHg*bpm, P = 0.017) values were observed in DOREMI users. A trend of improvement of physical performance by the short physical performance battery (SPPB) was observed for balance and walk subtests. A significant decrease (0.91 kg, P = 0.043) in Body Mass Index (BMI) was observed in overweight subjects (BMI >25 kg/m2) after DOREMI intervention in the entire population. The Mini Nutritional Assessment (MNA) score (1, P = 0.004) significantly increased after intervention, while waist measure (3 cm, P <0.001) significantly decreased in the DOREMI users. A reduction in glycated hemoglobin (Hb) was registered (0.20%, P = 0.018) in the DOREMI UK users.

Conclusions

Improvement of healthy behavior by technological tools, providing feedback between user and remote coach and increasing user's motivation, appears potentially effective. This information and communication technologies (ICT) approach offers an innovative solution to stimulate healthy eating and lifestyle behaviors, supporting clinicians in patient management.

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通过DOREMI远程指导方法改善老年人的营养和身体状况:一项现实世界的研究
背景营养不良(过量或缺陷)和久坐不动是老年人虚弱过程的加速因素。已经开发出一种系统的解决方案,通过严肃的游戏和食物监测,让老年人参与更健康的生活方式。该研究旨在评估协议对不健康行为相关变量的影响,通过远程营养指导方法改善饮食习惯,并通过Exergames刺激人们增加体育活动。方法招募32名受试者(治疗组25名,对照组7名,年龄65-80岁),其中15名(治疗组11名,对照组4名)生活在英国(位于Shenley Wood (Milton Keynes)、St. Crispin(北安普顿)和Showell Court (Wolverhampton)的ACCORD和ExtraCare村庄),17名(治疗组14名,对照组3名)生活在意大利(热那亚、利古里亚),对营养状况、身体、躯体测量、血流动力学和生化测量以及身体成分进行了特征描述。研究人员通过一款饮食日记应用程序刺激参与者采用地中海饮食模式,并通过Exergame应用程序刺激他们进行为期三个月的定期体育锻炼。在试验结束时,用户进行了相同的测试电池。采用Shapiro-Wilk检验检验数据分布的正态性。组间比较采用连续变量的未配对t检验、卡方检验或分类变量的Fisher精确检验。使用重复测量的方差分析(ANOVA)来分析组间随时间变化的显著性。结果在试验结束时,DOREMI使用者的收缩压(15 mmHg, P = 0.001)、舒张压(5 mmHg, P = 0.025)、平均血压(10 mmHg, P = 0.001)和rate-pressure product (RPP) (1105 mmHg*bpm, P = 0.017)值均显著降低。在平衡和行走测试中观察到短物理性能电池(SPPB)改善物理性能的趋势。在整个人群中,体重超重者(BMI > 25kg /m2)在DOREMI干预后体重指数(BMI)显著下降(0.91 kg, P = 0.043)。干预后,DOREMI使用者的Mini nutrition Assessment (MNA)评分(1,P = 0.004)显著升高,腰围(3 cm, P <0.001)显著降低。在DOREMI英国使用者中,糖化血红蛋白(Hb)降低(0.20%,P = 0.018)。结论通过技术手段改善健康行为,在用户和远程教练之间提供反馈,提高用户的积极性,具有潜在的效果。这种信息和通信技术(ICT)方法提供了一种创新的解决方案,以刺激健康的饮食和生活方式行为,支持临床医生管理患者。
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来源期刊
Intelligent medicine
Intelligent medicine Surgery, Radiology and Imaging, Artificial Intelligence, Biomedical Engineering
CiteScore
5.20
自引率
0.00%
发文量
19
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