Hurst Yumi, Fukuda Haruhisa
Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan.
BMJ Open. 2018 Feb 12;8(1):e019589. doi: 10.1136/bmjopen-2017-019589.
Few studies have examined the causal relationships between lifestyle habits and obesity. With a focus on eating speed in patients with type 2 diabetes, this study aimed to analyse the effects of changes in lifestyle habits on changes in obesity using panel data.
Patient-level panel data from 2008 to 2013 were generated using commercially available insurance claims data and health check-up data. The study subjects comprised Japanese men and women (n=59 717) enrolled in health insurance societies who had been diagnosed with type 2 diabetes during the study period. Body mass index (BMI) was measured, and obesity was defined as a BMI of 25 or more. Information on lifestyle habits were obtained from the subjects' responses to questions asked during health check-ups. The main exposure of interest was eating speed ('fast', 'normal' and 'slow'). Other lifestyle habits included eating dinner within 2 hours of sleeping, after-dinner snacking, skipping breakfast, alcohol consumption frequency, sleep adequacy and tobacco consumption. A generalised estimating equation model was used to examine the effects of these habits on obesity. In addition, fixed-effects models were used to assess these effects on BMI and waist circumference.
The generalised estimating equation model showed that eating slower inhibited the development of obesity. The ORs for slow (0.58) and normal-speed eaters (0.71) indicated that these groups were less likely to be obese than fast eaters (P<0.001). Similarly, the fixed-effects models showed that eating slower reduced BMI and waist circumference. Relative to fast eaters, the coefficients of the BMI model for slow and normal-speed eaters were -0.11 and -0.07, respectively (P<0.001).
Changes in eating speed can affect changes in obesity, BMI and waist circumference. Interventions aimed at reducing eating speed may be effective in preventing obesity and lowering the associated health risks.
很少有研究探讨生活方式习惯与肥胖之间的因果关系。本研究聚焦于2型糖尿病患者的进食速度,旨在利用面板数据分析生活方式习惯的改变对肥胖变化的影响。
使用商业可得的保险理赔数据和健康检查数据生成了2008年至2013年患者层面的面板数据。研究对象包括参加健康保险协会的日本男性和女性(n = 59717),他们在研究期间被诊断出患有2型糖尿病。测量了体重指数(BMI),肥胖定义为BMI达到25或更高。生活方式习惯信息通过受试者对健康检查中所提问题的回答获得。主要关注的暴露因素是进食速度(“快”、“正常”和“慢”)。其他生活方式习惯包括在睡觉前2小时内吃晚餐、晚餐后吃零食、不吃早餐、饮酒频率、睡眠充足情况和吸烟情况。使用广义估计方程模型来检验这些习惯对肥胖的影响。此外,使用固定效应模型来评估这些习惯对BMI和腰围的影响。
广义估计方程模型显示,进食速度较慢可抑制肥胖的发展。进食速度慢(0.58)和正常速度(0.71)的人群的比值比表明,与进食速度快的人群相比,这些人群肥胖的可能性较小(P < 0.001)。同样,固定效应模型显示,进食速度较慢可降低BMI和腰围。相对于进食速度快的人群,进食速度慢和正常速度人群的BMI模型系数分别为 -0.11和 -0.07(P < 0.001)。
进食速度的改变会影响肥胖、BMI和腰围的变化。旨在降低进食速度的干预措施可能对预防肥胖和降低相关健康风险有效。