Abstract
Coronavirus has greatly impacted various aspects of human life, including human psychology & human disposition. In this paper, we attempted to analyze the impact of the COVID-19 pandemic on human health. We propose Human Disposition Analysis during COVID-19 using machine learning (HuDA_COVID), where factors such as age, employment, addiction, stress level are studied for human disposition analysis. A mass survey is conducted on individuals of various age groups, regions & professions, and the methodology achieved varied accuracy ranges of 87.5% to 98%. The study shows people are worried about lockdown, work & relationships. Furthermore, 23% of the respondents have not had any effect. 45% and 32% have had positive and negative effects, respectively. It is a novel study in human disposition analysis in COVID-19 where a novel weighted assignment indicating the health status is also proposed. HuDA_COVID clearly indicates a need for a methodical approach towards the human psychological needs to help the social organizations formulating holistic interventions for affected individuals.
Highlights
In todayâs techno-savvy world, machines and computers have replaced humans for most of the routine tasks
23% of the respondents have had no effect on their mental health, 45% have positive effects and the rest 32% have had negative effects
In HuDA_COVID, a benchmark study is established by taking the opinion of masses to understand the human disposition
Summary
In todayâs techno-savvy world, machines and computers have replaced humans for most of the routine tasks. In the current situation of a global pandemic, COVID-19 pushed the world within the confines of their homes. It has struck the entire human race really hard, impacting health and has twisted the worldâs economy. People cannot move out of their homes due to the diseaseâs contagious nature As a result, this virus disturbed the day to day lifestyle completely and caused a huge imbalance in everyoneâs life financially and psychologically. This virus disturbed the day to day lifestyle completely and caused a huge imbalance in everyoneâs life financially and psychologically This virus affected individualsâ routine lives and hampered human development in a broader sense concerning trade, economy, and research.
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