饮食效应差异随年龄变化的检验:基于小波插值模型的分析

K. Fujii, T. Ishigaki, Kohsuke Kasuya
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引用次数: 0

摘要

在节食过程中,人们基本上是通过改变生活习惯来减肥,比如通过运动和活动来限制热量摄入,增加能量消耗。在现代社会,这真的可以被认为是一种对抗肥胖的敌对行为。特别是对许多女性来说,节食在日常生活中基本上是一厢情愿的想法,选择容易减肥的食物似乎是实现这一愿望的一个明显方法。然而,在选择更好的饮食产品时,饮食的影响必须是明确的,但目前还没有关于饮食影响的研究结果考虑了年龄的影响。在本研究中,我们使用了产品评价、性别、年龄、身高、使用前体重、使用后体重、使用持续时间等因素,这些数据来自于t.m. Community Co, Ltd (TMC)专门从事减肥产品的评论网站“Diet Cafe”。采用小波插值模型对10 ~ 60岁受试者的体重变化及体重变化百分比进行分析,分析饮食效应随年龄的变化。此外,在描述体重变化量和百分比的曲线上,我们通过推导速度曲线作为差值来研究饮食效应随年龄变化的拐点(临界点)。将WIM应用于饮食效应大小的年龄相关变化,从速度曲线的行为中确定30岁为饮食效应的临界点可能被认为是第一次得出的发现。然后,在40岁左右的临界点后10年左右,速度的减慢变得一致,由此可以提出,40岁是女性真正的过渡阶段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Examination Regarding Change of Differences in the Diet Effect with Age: Analysis Based on Wavelet Interpolation Model
During diets, people basically try to change their living habits to lose weight, such as restricting caloric intake and increasing energy consumption through exercise and activity. This could truly be considered a hostile act against corpulence in modern society. For many women in particular, the act of dieting is essentially wishful thinking in their daily lives, and selecting easy diet food would seem to be an obvious way to achieve this wish. However, while the diet effect must be clear when selecting better diet products, there have been no findings on diet effect that consider the effects of age. In this study, we used product evaluation, sex, age, height, body weight before use, body weight after use, duration of use, and other factors in data from the T. M. Community Co., Ltd. (TMC) review site “Diet Cafe,” which specializes in diet products. We analyzed the changes in the diet effect with age by applying the wavelet interpolation model to the change in body weight and the percentage change in body weight in subjects aged from the 10s to 60s. In addition, with the curves describing the amount and percentage of the change in body weight, we investigated the inflection point (critical point) in the diet effect with age by deriving velocity curves as differentials. The WIM was applied to the age-related changes in the size of the diet effect, and the identification of the age of 30 as a critical point in the diet effect from the behavior of the velocity curve may be considered a finding derived for the first time. The slowing of the velocity then becomes consistent about 10 years after the critical point, at around the age of 40, from which it may be proposed that the age of 40 is a true transition phase for women.
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