Are High-Altitude Residents More Susceptible to Covid-19 in India? Findings and Potential Implications for Research and Policy

IF 3.4 4区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Sushmita Chakraborty, Upasak Das, Udayan Rathore, Prasenjit Sarkhel
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Abstract

In this paper, we study the incidence of COVID-19 and the associated fatality with altitude using high frequency, district level data from India. To understand the implications of the nationwide lockdown after the outbreak, we use data for about four months- two from the lockdown period starting from March 25 till May 31, 2020 and about two months after unlocking was initiated (June 1-July 26, 2020). The multivariate regression result indicates slower growth in average rate of infection during the lockdown period in hilly regions, the gains of which attenuated after the unlocking was initiated. Despite these early gains, the rate of fatalities is significantly higher during the lockdown period in comparison to the plains. The findings remain robust to multiple alternative specifications and methods including one that accounts for confounding possibilities via unobservable and provides consistent estimates of bias adjusted treatment effects. The evidence supports the need for provisioning of public health services and infrastructure upgradation, especially maintenance of adequate stock of life support devices, in high altitude regions. It also underscores the necessity for strengthening and revising the existing Hill Areas Development Programme and integrating important aspects of public health as part of this policy.
在印度,高海拔地区的居民更容易感染Covid-19 ?研究结果及对研究和政策的潜在影响
在这篇论文中,我们使用来自印度的高频地区级数据研究了新冠肺炎的发病率和与海拔高度相关的死亡率。为了了解疫情爆发后全国封锁的影响,我们使用了大约四个月的数据,其中两个月是从2020年3月25日至5月31日的封锁期,另一个月是在解锁后(2020年6月1日至7月26日)。多元回归结果表明,在封锁期间,丘陵地区的平均感染率增长较慢,解锁后感染率的增长减弱。尽管早期取得了这些进展,但与平原相比,封锁期间的死亡率要高得多。这些发现对多种替代规范和方法仍然是稳健的,其中包括一种通过不可观察的方式解释混杂可能性的规范和方法,并提供对偏差调整治疗效果的一致估计。证据支持在高海拔地区提供公共卫生服务和基础设施升级的必要性,特别是维护足够的生命支持设备库存。它还强调有必要加强和修订现有的山区发展方案,并将公共卫生的重要方面纳入这项政策。
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
CiteScore
4.50
自引率
2.90%
发文量
41
审稿时长
>12 weeks
期刊介绍: The International Journal of Health Services is a peer-reviewed journal that contains articles on health and social policy, political economy and sociology, history and philosophy, ethics and law in the areas of health and well-being. This journal is a member of the Committee on Publication Ethics (COPE).
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