Analysis of Socio-economic Impacts of COVID-19 on Agricultural Practices Using Stepwise Regression

Manju Prem S., Mohanraj M., Sneha M. A., Swadhin Priyadarsinee, Pooja Krishna J.
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Abstract

The COVID-19 pandemic has profoundly impacted rural farming communities, revealing significant shifts in economic factors, production methods, and farm management practices. This study, conducted in Chikkaballapur district, Karnataka, delves into the socio-economic ramifications of the pandemic on agricultural practices and the livelihoods of farmers. Utilizing a stepwise regression analysis approach, the research identifies influential variables such as changes in farm management, production, and health and sanitation facilities. Data were collected from 50 respondents during the pandemic's peak, employing statistical measures like mean, standard deviation, and coefficient of variation for comprehensive analysis. The findings underscore the intricate relationships between various factors affecting rural livelihoods and highlight the need for targeted interventions and policy measures. The study emphasizes the critical need for tailored policy interventions to address the socio-economic impacts of COVID-19 on agricultural practices. Specifically, policy recommendations include enhancing access to agricultural extension services, promoting digital agricultural solutions, investing in healthcare infrastructure, supporting economic diversification, and strengthening social protection mechanisms. By aligning policy interventions with the findings and indicators observed in the research, policymakers can effectively support rural farming communities in navigating the challenges posed by the pandemic and building resilience for the future.
利用逐步回归法分析 COVID-19 对农业实践的社会经济影响
COVID-19 大流行对农村农业社区产生了深远影响,揭示了经济因素、生产方式和农场管理方法的重大转变。本研究在卡纳塔克邦 Chikkaballapur 地区进行,探讨了大流行病对农业生产方式和农民生计的社会经济影响。研究采用逐步回归分析方法,确定了农场管理、生产以及健康和卫生设施的变化等有影响的变量。研究在疫情高峰期收集了 50 名受访者的数据,并采用平均值、标准差和变异系数等统计指标进行综合分析。研究结果强调了影响农村生计的各种因素之间错综复杂的关系,并突出了采取有针对性的干预措施和政策措施的必要性。研究强调,亟需采取有针对性的政策干预措施,以应对 COVID-19 对农业生产的社会经济影响。具体而言,政策建议包括加强农业推广服务、推广数字农业解决方案、投资医疗保健基础设施、支持经济多样化以及加强社会保护机制。通过将政策干预与研究中观察到的发现和指标相结合,政策制定者可以有效地支持农村农业社区应对疫情带来的挑战,并为未来建设抗灾能力。
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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