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在印度,经常进行体育活动是否能改善老年人的糖尿病状况?一种倾向得分匹配方法。

Does engagement in frequent physical activity improve diabetes mellitus among older adults in India? A propensity score matching approach.

作者信息

Kumar Pradeep, Patel Ratna, Muhammad T, Srivastava Shobhit

机构信息

Population Council, India Country Office, 5A, GF, India Habitat Centre, New Delhi, Delhi, 110003, India.

International Institute for Population Sciences, Mumbai, Maharashtra, 110048, India.

出版信息

Diabetes Metab Syndr. 2022 Jan;16(1):102353. doi: 10.1016/j.dsx.2021.102353. Epub 2021 Nov 26.

Abstract

BACKGROUND AND AIMS

Diabetes is a major chronic condition and was identified as one of the four priority non-communicable diseases that the United Nations targeted because of its increasing disease burden. The present study aims to examine the impact of physical activity on improving diabetes mellitus among older adults in India.

METHODS

This study utilizes data from India's first nationally representative longitudinal ageing survey (2017-18). Descriptive along with bivariate analysis was used to present the preliminary results. Additionally, Propensity score matching (PSM) analysis was used.

RESULTS

About 14% of older adults suffered from diabetes. Eighteen percent of older adults did frequent physical activity. The estimated average treatment effect on the treated (ATT) values in treated and control groups were 0.123 and 0.147, respectively, indicating that the prevalence of diabetes among older adults was reduced by 2.5% points because of frequent physical activity. The average treatment effect on the untreated (ATU) results indicates that among older adults who did not do frequent physical activity, if they did frequent physical activity, the prevalence of diabetes is likely to decrease by 2.2% points.

CONCLUSION

Our findings show that frequent physical activity is associated with a lower risk of diabetes in older adults. The results underscore the need to develop strategies of promoting an active lifestyle by maintaining physical activity to combat the diabetes epidemic in the older population.

摘要

背景与目的

糖尿病是一种主要的慢性病,因其疾病负担不断增加,被联合国确定为四大重点非传染性疾病之一。本研究旨在探讨体育活动对改善印度老年人糖尿病的影响。

方法

本研究利用了印度首次具有全国代表性的纵向老龄化调查(2017 - 18年)的数据。描述性分析和双变量分析用于呈现初步结果。此外,还使用了倾向得分匹配(PSM)分析。

结果

约14%的老年人患有糖尿病。18%的老年人经常进行体育活动。治疗组和对照组的估计平均治疗效果(ATT)值分别为0.123和0.147,这表明由于经常进行体育活动,老年人糖尿病患病率降低了2.5个百分点。对未治疗者的平均治疗效果(ATU)结果表明,在不经常进行体育活动的老年人中,如果他们经常进行体育活动,糖尿病患病率可能会降低2.2个百分点。

结论

我们的研究结果表明,经常进行体育活动与老年人患糖尿病的风险较低有关。这些结果强调了制定通过保持体育活动来促进积极生活方式的策略以应对老年人群糖尿病流行的必要性。

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