Amlung M, Petker T, Jackson J, Balodis I, MacKillop J
Peter Boris Centre for Addictions Research,McMaster University/St. Joseph's Healthcare Hamilton,Hamilton,Ontario,Canada.
Psychol Med. 2016 Aug;46(11):2423-34. doi: 10.1017/S0033291716000866. Epub 2016 Jun 15.
An increasing number of studies have investigated delay discounting (DD) in relation to obesity, but with mixed findings. This meta-analysis synthesized the literature on the relationship between monetary and food DD and obesity, with three objectives: (1) to characterize the relationship between DD and obesity in both case-control comparisons and continuous designs; (2) to examine potential moderators, including case-control v. continuous design, money v. food rewards, sample sex distribution, and sample age (18 years); and (3) to evaluate publication bias.
From 134 candidate articles, 39 independent investigations yielded 29 case-control and 30 continuous comparisons (total n = 10 278). Random-effects meta-analysis was conducted using Cohen's d as the effect size. Publication bias was evaluated using fail-safe N, Begg-Mazumdar and Egger tests, meta-regression of publication year and effect size, and imputation of missing studies.
The primary analysis revealed a medium effect size across studies that was highly statistically significant (d = 0.43, p < 10-14). None of the moderators examined yielded statistically significant differences, although notably larger effect sizes were found for studies with case-control designs, food rewards and child/adolescent samples. Limited evidence of publication bias was present, although the Begg-Mazumdar test and meta-regression suggested a slightly diminishing effect size over time.
Steep DD of food and money appears to be a robust feature of obesity that is relatively consistent across the DD assessment methodologies and study designs examined. These findings are discussed in the context of research on DD in drug addiction, the neural bases of DD in obesity, and potential clinical applications.
越来越多的研究调查了与肥胖相关的延迟折扣(DD),但结果不一。本荟萃分析综合了关于货币和食物DD与肥胖之间关系的文献,有三个目标:(1)在病例对照比较和连续设计中描述DD与肥胖之间的关系;(2)检查潜在的调节因素,包括病例对照与连续设计、货币与食物奖励、样本性别分布和样本年龄(18岁);(3)评估发表偏倚。
从134篇候选文章中,39项独立研究产生了29项病例对照比较和30项连续比较(总计n = 10278)。使用科恩d作为效应量进行随机效应荟萃分析。使用失效安全数N、Begg-Mazumdar和Egger检验、发表年份和效应量的元回归以及缺失研究的插补来评估发表偏倚。
初步分析显示,各研究的效应量中等且具有高度统计学意义(d = 0.43,p < 10-14)。尽管值得注意的是,病例对照设计、食物奖励和儿童/青少年样本的研究发现效应量更大,但所检查的调节因素均未产生统计学上的显著差异。存在有限的发表偏倚证据,尽管Begg-Mazumdar检验和元回归表明效应量随时间略有减小。
食物和货币的陡峭DD似乎是肥胖的一个稳健特征,在所检查的DD评估方法和研究设计中相对一致。这些发现将在药物成瘾的DD研究、肥胖中DD的神经基础以及潜在临床应用的背景下进行讨论。