The Impact of Gardening on Dietary Inflammation: Mixed-Effect Models and Propensity Score Analyses

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Abstract

Introduction

Gardening has been found to increase vegetable intake and reduce BMI; this suggests that it may improve diets by lowering inflammatory content. The goal of this study goal was to evaluate the effect of gardening on Dietary Inflammatory Index scores.

Methods

Longitudinal data were collected annually between 2015 and 2018 from adults in low-income, urban neighborhoods of Cleveland and Columbus, Ohio. The authors measured the association between gardening and Dietary Inflammatory Index in the full data set using multivariable mixed-effect models with a random intercept for participant (Model 1; n=409). To further explore potential causation, the author used propensity score analyses in a subset of the data by building a 1-to-1 matched model (Model 2; n=339).

Results

Of 409 adults, 30.3% were gardeners with Dietary Inflammatory Index scores ranging from −6.228 to +6.225. Participating in gardening was associated with lower Dietary Inflammatory Index scores in the mixed-effects model (−0.45; 95% CI= −0.85, −0.04; Model 1) and the 1-to-1 matched model (−0.77; 95% CI= −1.40, −0.14; Model 2).

Conclusions

The analyses indicate that gardeners had lower Dietary Inflammatory Index scores than nongardeners, implying lower diet-driven inflammation. These findings highlight the potential for a causal relationship between gardening and Dietary Inflammatory Index, which should be confirmed in future studies. If this relationship is validated, strategies to increase gardening may be worth testing as primary prevention tools for diet-driven chronic disease.

园艺对膳食炎症的影响:混合效应模型和倾向得分分析
导言:研究发现,园艺可增加蔬菜摄入量并降低体重指数;这表明园艺可通过降低炎症含量来改善膳食。本研究的目标是评估园艺对膳食炎症指数得分的影响。方法在 2015 年至 2018 年期间,每年从俄亥俄州克利夫兰市和哥伦布市低收入城市社区的成年人中收集纵向数据。作者使用多变量混合效应模型测量了完整数据集中园艺与膳食炎症指数之间的关联,其中参与者为随机截距(模型 1;n=409)。为了进一步探究潜在的因果关系,作者通过建立 1 对 1 匹配模型(模型 2;n=339),对数据子集进行了倾向得分分析。结果 在 409 名成年人中,30.3% 的人是园艺爱好者,其膳食炎症指数得分在 -6.228 到 +6.225 之间。在混合效应模型(-0.45;95% CI=-0.85,-0.04;模型 1)和 1 对 1 匹配模型(-0.77;95% CI=-1.40,-0.14;模型 2)中,参加园艺活动与较低的膳食炎症指数得分相关。这些发现凸显了园艺与膳食炎症指数之间的潜在因果关系,应在今后的研究中加以证实。如果这种关系得到证实,那么增加园艺活动的策略可能值得作为饮食引起的慢性疾病的初级预防工具进行测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
AJPM focus
AJPM focus Health, Public Health and Health Policy
CiteScore
0.50
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